diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_037f4288f0d4a1f4/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_037f4288f0d4a1f4/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2523f3de9ae5e3aa41b197d8e69146631a838bd8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_037f4288f0d4a1f4/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15470, "bytes_utf8": 15470, "lines": 543, "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": 362, "bytes_utf8": 362, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17058, "cached_input_tokens": 15744, "output_tokens": 330, "reasoning_output_tokens": 222}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_037f4288f0d4a1f4/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_037f4288f0d4a1f4/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..87f94fce63f8513d93a69ea45ab0822ad144ef07 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_037f4288f0d4a1f4/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": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_037f4288f0d4a1f4", + "api_calls": 0, + "input_tokens": 17058, + "cached_input_tokens": 15744, + "output_tokens": 330, + "total_tokens": 17388, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8989.78, + "sql_execution_elapsed_ms_total": 3.69, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_037f4288f0d4a1f4/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_037f4288f0d4a1f4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_037f4288f0d4a1f4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9174917835c5e0f7a86690d3c315eed9d8fae0ce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_037f4288f0d4a1f4/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": "2026-05-19T15:35:02.934355+00:00", + "ended_at": "2026-05-19T15:35:11.924191+00:00", + "elapsed_ms": 8989.78, + "prompt_metrics": { + "chars": 15470, + "bytes_utf8": 15470, + "lines": 543, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 713, + "bytes_utf8": 713, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 362, + "bytes_utf8": 362, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17058, + "cached_input_tokens": 15744, + "output_tokens": 330, + "reasoning_output_tokens": 222 + } + }, + "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_a/c4/artifacts/v2q_c4_037f4288f0d4a1f4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_037f4288f0d4a1f4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..56d934055bd9430e5a299e82c03d7b99ccbef80a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_037f4288f0d4a1f4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,543 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +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": "c4", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=wkcti, condition_col=wkcti.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "wkcti", + "condition_col": "wkcti", + "condition_value": "t", + "positive_value": "f", + "negative_value": "t", + "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": 0.0, + "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_a/c4/artifacts/v2q_c4_037f4288f0d4a1f4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_037f4288f0d4a1f4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf9198cb7ca1111a7a0746073a54483c2e5ad7c2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_037f4288f0d4a1f4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e0-511b-78a1-aabe-bd5f65af1463"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"wkcti\\\",\\n AVG(CASE WHEN \\\"wkcti\\\" = 't' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c4\\\"\\nGROUP BY \\\"wkcti\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with both group_col and condition_col bound to \\\"wkcti\\\" and condition_value bound to 't'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17058,"cached_input_tokens":15744,"output_tokens":330,"reasoning_output_tokens":222}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_037f4288f0d4a1f4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_037f4288f0d4a1f4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6242b90c87ec5dbea3d95c7a10ff5fae0c065a28 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_037f4288f0d4a1f4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"wkcti\",\n AVG(CASE WHEN \"wkcti\" = 't' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c4\"\nGROUP BY \"wkcti\"\nORDER BY condition_rate DESC;","notes":"Used the provided Grouped Condition Rate template with both group_col and condition_col bound to \"wkcti\" and condition_value bound to 't'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_037f4288f0d4a1f4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_037f4288f0d4a1f4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_049f6979b98501d9/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_049f6979b98501d9/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8ef02d518e1189e8274035710090a1090a4f0be2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_049f6979b98501d9/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15562, "bytes_utf8": 15562, "lines": 541, "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": 446, "bytes_utf8": 446, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17107, "cached_input_tokens": 15744, "output_tokens": 416, "reasoning_output_tokens": 276}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_049f6979b98501d9/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_049f6979b98501d9/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..119e770b4bc5c82a1da548a3038594c70cfc6c94 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_049f6979b98501d9/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": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_049f6979b98501d9", + "api_calls": 0, + "input_tokens": 17107, + "cached_input_tokens": 15744, + "output_tokens": 416, + "total_tokens": 17523, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13884.43, + "sql_execution_elapsed_ms_total": 1.74, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_049f6979b98501d9/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_049f6979b98501d9/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_049f6979b98501d9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..392829ac81c9845fa07a6bc065d412e4cabd5b9d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_049f6979b98501d9/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": "2026-05-19T15:45:57.688404+00:00", + "ended_at": "2026-05-19T15:46:11.572856+00:00", + "elapsed_ms": 13884.43, + "prompt_metrics": { + "chars": 15562, + "bytes_utf8": 15562, + "lines": 541, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 805, + "bytes_utf8": 805, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 446, + "bytes_utf8": 446, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17107, + "cached_input_tokens": 15744, + "output_tokens": 416, + "reasoning_output_tokens": 276 + } + }, + "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_a/c4/artifacts/v2q_c4_049f6979b98501d9/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_049f6979b98501d9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b3837006b6edb4b1d4b2e0079d99e60b85635705 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_049f6979b98501d9/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,541 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c4", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=hdchk, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "hdchk", + "target_col": "class", + "target_value": "nowin", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "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,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_049f6979b98501d9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_049f6979b98501d9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4ea2b2ce9da1b034cec11c5c52c5ff221abfc882 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_049f6979b98501d9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ea-4eb9-7d72-8bca-659997a741ea"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"hdchk\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'nowin' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c4\\\"\\nGROUP BY \\\"hdchk\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 12;\",\"notes\":\"Uses the planned Tail Target-Rate Extremes template with group_col=\\\"hdchk\\\", target_col=\\\"class\\\", target_value='nowin', min_support=5, and top_k=12.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17107,"cached_input_tokens":15744,"output_tokens":416,"reasoning_output_tokens":276}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_049f6979b98501d9/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_049f6979b98501d9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..02f17c0c0c9373a61257fc3be84bdb97954d5f64 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_049f6979b98501d9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"hdchk\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'nowin' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c4\"\nGROUP BY \"hdchk\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 12;","notes":"Uses the planned Tail Target-Rate Extremes template with group_col=\"hdchk\", target_col=\"class\", target_value='nowin', min_support=5, and top_k=12."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_049f6979b98501d9/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_049f6979b98501d9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_05d17bbf35da6807/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_05d17bbf35da6807/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f727f08ceb6f8432f0e1e6a1c3c8052833b089ca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_05d17bbf35da6807/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=bkxwp, condition_col=bkxwp. +Result preview: [{"bkxwp": "t", "condition_ratio": 0.0}, {"bkxwp": "f", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_05d17bbf35da6807/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_05d17bbf35da6807/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..03dc074de991358d4c16abbfc46c5c6fbf1f88ae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_05d17bbf35da6807/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: c4 +-- 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_c4_05d17bbf35da6807 +-- problem_id: v2p_c4_2f25a7331f64ab18 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "bkxwp", + SUM(CASE WHEN "bkxwp" = 'f' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "bkxwp" = 't' THEN 1 ELSE 0 END) AS denominator_count + FROM "c4" + GROUP BY "bkxwp" +) +SELECT "bkxwp", + 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_a/c4/artifacts/v2q_c4_05d17bbf35da6807/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_05d17bbf35da6807/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a57e94778a2f11dea6ac124dbd8bf1470f5cfb22 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_05d17bbf35da6807/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 \"bkxwp\",\n SUM(CASE WHEN \"bkxwp\" = 'f' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"bkxwp\" = 't' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c4\"\n GROUP BY \"bkxwp\"\n)\nSELECT \"bkxwp\",\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 \\\"bkxwp\\\",\\n SUM(CASE WHEN \\\"bkxwp\\\" = 'f' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"bkxwp\\\" = 't' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c4\\\"\\n GROUP BY \\\"bkxwp\\\"\\n)\\nSELECT \\\"bkxwp\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"bkxwp\", \"condition_ratio\"], \"rows\": [{\"bkxwp\": \"t\", \"condition_ratio\": 0.0}, {\"bkxwp\": \"f\", \"condition_ratio\": null}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.52}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_05d17bbf35da6807/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_05d17bbf35da6807/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cbfb0dac017ced2312610767ef7553914fe0ac99 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_05d17bbf35da6807/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "c4", + "started_at": "2026-05-19T15:37:33.900667+00:00", + "ended_at": "2026-05-19T15:37:45.254095+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c4_05d17bbf35da6807", + "problem_id": "v2p_c4_2f25a7331f64ab18", + "dataset_id": "c4", + "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=bkxwp, condition_col=bkxwp.", + "bindings": { + "group_col": "bkxwp", + "condition_col": "bkxwp", + "condition_value": "f", + "positive_value": "f", + "negative_value": "t", + "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": 0.0, + "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=9", + "sql_variant_index=1/1", + "binding_index=44" + ], + "template_selection_mode": "rule", + "selected_template_rank": 4, + "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_a/c4/sql/v2q_c4_05d17bbf35da6807.sql", + "usage_summary": { + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_05d17bbf35da6807", + "api_calls": 0, + "input_tokens": 17204, + "cached_input_tokens": 12032, + "output_tokens": 489, + "total_tokens": 17693, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11348.31, + "sql_execution_elapsed_ms_total": 1.52, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_05d17bbf35da6807/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_05d17bbf35da6807/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_05d17bbf35da6807/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f7106c7c6231d7bacce1af5a1cdf37376a6cfa72 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_05d17bbf35da6807/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:37:45.251254+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": 11348.31, "started_at": "2026-05-19T15:37:33.902046+00:00", "ended_at": "2026-05-19T15:37:45.250384+00:00", "prompt_metrics": {"chars": 16029, "bytes_utf8": 16029, "lines": 543, "estimated_tokens": null}, "response_metrics": {"chars": 700, "bytes_utf8": 700, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17204, "cached_input_tokens": 12032, "output_tokens": 489, "reasoning_output_tokens": 288}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"bkxwp\\\",\\n SUM(CASE WHEN \\\"bkxwp\\\" = 'f' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"bkxwp\\\" = 't' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c4\\\"\\n GROUP BY \\\"bkxwp\\\"\\n)\\nSELECT \\\"bkxwp\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the planned grouped ratio template with group_col=\\\"bkxwp\\\" and condition_col=\\\"bkxwp\\\", using 'f' as the numerator condition and 't' as the denominator condition. Groups with no 't' rows produce NULL ratios via NULLIF.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_05d17bbf35da6807/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_05d17bbf35da6807/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..dcf60bc59556a28bcc01972d9ec3adbcdec3cf78 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_05d17bbf35da6807/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_05d17bbf35da6807", + "api_calls": 0, + "input_tokens": 17204, + "cached_input_tokens": 12032, + "output_tokens": 489, + "total_tokens": 17693, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11348.31, + "sql_execution_elapsed_ms_total": 1.52, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_05d17bbf35da6807/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_060bdf887ea08677/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_060bdf887ea08677/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fa58ec4f59fdeadab536cec97969a9dd103f2cc0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_060bdf887ea08677/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15514, "bytes_utf8": 15514, "lines": 543, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 411, "bytes_utf8": 411, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17097, "cached_input_tokens": 15744, "output_tokens": 408, "reasoning_output_tokens": 276}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_060bdf887ea08677/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_060bdf887ea08677/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..83e7a9625663b4bcfd3bb8d46c0dee7f4856e163 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_060bdf887ea08677/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": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_060bdf887ea08677", + "api_calls": 0, + "input_tokens": 17097, + "cached_input_tokens": 15744, + "output_tokens": 408, + "total_tokens": 17505, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12307.87, + "sql_execution_elapsed_ms_total": 2.6, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_060bdf887ea08677/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_060bdf887ea08677/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_060bdf887ea08677/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..af5dc4987c6f0f654b1931ac0fa464f5abbfea48 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_060bdf887ea08677/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:49:54.957006+00:00", + "ended_at": "2026-05-19T15:50:07.264912+00:00", + "elapsed_ms": 12307.87, + "prompt_metrics": { + "chars": 15514, + "bytes_utf8": 15514, + "lines": 543, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 778, + "bytes_utf8": 778, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 411, + "bytes_utf8": 411, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17097, + "cached_input_tokens": 15744, + "output_tokens": 408, + "reasoning_output_tokens": 276 + } + }, + "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_a/c4/artifacts/v2q_c4_060bdf887ea08677/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_060bdf887ea08677/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2046f8fedd9b919e1e3e4d6beda12042e99bacf8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_060bdf887ea08677/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,543 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c4", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=bkon8, group_col_2=wkna8, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "bkon8", + "group_col_2": "wkna8", + "target_col": "class", + "target_value": "nowin", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "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}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_060bdf887ea08677/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_060bdf887ea08677/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3a72a9ed4456576b54324ac7e7e5b63663dcc36a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_060bdf887ea08677/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ed-ed9a-7cb1-8077-76cce1843e4d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate.\\nSELECT \\\"bkon8\\\", \\\"wkna8\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'nowin' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bkon8\\\", \\\"wkna8\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Uses the Two-Axis Target Rate Surface template with group_col=\\\"bkon8\\\", group_col_2=\\\"wkna8\\\", and target_col=\\\"class\\\", measuring the rate of rows where class='nowin'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17097,"cached_input_tokens":15744,"output_tokens":408,"reasoning_output_tokens":276}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_060bdf887ea08677/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_060bdf887ea08677/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f6bcabec499a17bfee240bae18aa11e8ac7187b6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_060bdf887ea08677/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate.\nSELECT \"bkon8\", \"wkna8\",\n AVG(CASE WHEN \"class\" = 'nowin' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c4\"\nGROUP BY \"bkon8\", \"wkna8\"\nORDER BY target_rate DESC;","notes":"Uses the Two-Axis Target Rate Surface template with group_col=\"bkon8\", group_col_2=\"wkna8\", and target_col=\"class\", measuring the rate of rows where class='nowin'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_060bdf887ea08677/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_060bdf887ea08677/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_06546aeb5416fccc/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_06546aeb5416fccc/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..464ad6543f1b474f204aedbba0203cbff6c9167d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_06546aeb5416fccc/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15342, "bytes_utf8": 15342, "lines": 540, "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": 337, "bytes_utf8": 337, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17020, "cached_input_tokens": 12032, "output_tokens": 227, "reasoning_output_tokens": 124}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_06546aeb5416fccc/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_06546aeb5416fccc/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b27a0e7706f5274457f0d75066d99fa583c49b35 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_06546aeb5416fccc/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": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_06546aeb5416fccc", + "api_calls": 0, + "input_tokens": 17020, + "cached_input_tokens": 12032, + "output_tokens": 227, + "total_tokens": 17247, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12138.75, + "sql_execution_elapsed_ms_total": 1.27, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_06546aeb5416fccc/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_06546aeb5416fccc/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_06546aeb5416fccc/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..273965b93e189df8acec2fa75e39e8585bf0285c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_06546aeb5416fccc/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": "2026-05-19T15:30:12.318211+00:00", + "ended_at": "2026-05-19T15:30:24.456981+00:00", + "elapsed_ms": 12138.75, + "prompt_metrics": { + "chars": 15342, + "bytes_utf8": 15342, + "lines": 540, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1037, + "bytes_utf8": 1037, + "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": 337, + "bytes_utf8": 337, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17020, + "cached_input_tokens": 12032, + "output_tokens": 227, + "reasoning_output_tokens": 124 + } + }, + "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_a/c4/artifacts/v2q_c4_06546aeb5416fccc/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_06546aeb5416fccc/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f50fb94b3d649aea2f9f13c6afe6bba5ed5bbbd1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_06546aeb5416fccc/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,540 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c4", + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=bkxcr.", + "planned_template_id": "tpl_clickbench_group_distinct_topk", + "bindings": { + "group_col": "bkxcr", + "entity_col": "bkxcr", + "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": 0.0, + "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}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_06546aeb5416fccc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_06546aeb5416fccc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8518b44e9e2e431610cb7b04b156d01abb582b66 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_06546aeb5416fccc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40db-e1e7-7271-8701-2d0c87b0a030"} +{"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 1997896, Requested 17655. Please try again in 466ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"bkxcr\\\", COUNT(DISTINCT \\\"bkxcr\\\") AS \\\"distinct_entities\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bkxcr\\\"\\nORDER BY \\\"distinct_entities\\\" DESC\\nLIMIT 16;\",\"notes\":\"Applied the provided template exactly with group_col=\\\"bkxcr\\\" and entity_col=\\\"bkxcr\\\" on the single table \\\"c4\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17020,"cached_input_tokens":12032,"output_tokens":227,"reasoning_output_tokens":124}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_06546aeb5416fccc/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_06546aeb5416fccc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d6e9da67a4b6bf4fe6569a09dd7ef3fc536faa15 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_06546aeb5416fccc/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"bkxcr\", COUNT(DISTINCT \"bkxcr\") AS \"distinct_entities\"\nFROM \"c4\"\nGROUP BY \"bkxcr\"\nORDER BY \"distinct_entities\" DESC\nLIMIT 16;","notes":"Applied the provided template exactly with group_col=\"bkxcr\" and entity_col=\"bkxcr\" on the single table \"c4\"."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_06546aeb5416fccc/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_06546aeb5416fccc/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0a92e1cd1b8cbeaf/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0a92e1cd1b8cbeaf/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0250308f014b4ba3820a79bb598072ca7b3b73d9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0a92e1cd1b8cbeaf/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15138, "bytes_utf8": 15138, "lines": 538, "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": 237, "bytes_utf8": 237, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16966, "cached_input_tokens": 12032, "output_tokens": 290, "reasoning_output_tokens": 219}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0a92e1cd1b8cbeaf/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0a92e1cd1b8cbeaf/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..813185b3741c59bf58a4f335dbfb8e4076f97435 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0a92e1cd1b8cbeaf/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": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_0a92e1cd1b8cbeaf", + "api_calls": 0, + "input_tokens": 16966, + "cached_input_tokens": 12032, + "output_tokens": 290, + "total_tokens": 17256, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14046.81, + "sql_execution_elapsed_ms_total": 2.6, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0a92e1cd1b8cbeaf/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0a92e1cd1b8cbeaf/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0a92e1cd1b8cbeaf/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f980e79809857a810c2b0e7c2bdad15ad36c7ce4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0a92e1cd1b8cbeaf/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": "2026-05-19T15:31:03.687805+00:00", + "ended_at": "2026-05-19T15:31:17.734655+00:00", + "elapsed_ms": 14046.81, + "prompt_metrics": { + "chars": 15138, + "bytes_utf8": 15138, + "lines": 538, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 923, + "bytes_utf8": 923, + "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": 237, + "bytes_utf8": 237, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16966, + "cached_input_tokens": 12032, + "output_tokens": 290, + "reasoning_output_tokens": 219 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0a92e1cd1b8cbeaf/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0a92e1cd1b8cbeaf/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c2fb547f88da85ba191fae2a852b7928b932dbe1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0a92e1cd1b8cbeaf/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,538 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c4", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=mulch.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "mulch", + "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": 0.0, + "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}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0a92e1cd1b8cbeaf/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0a92e1cd1b8cbeaf/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b8cfd18dff3fc49b08354d20c9b18e0c2fe98653 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0a92e1cd1b8cbeaf/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40dc-aa97-7da0-b8cf-6ac14ddcde4e"} +{"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 1983302, Requested 17601. Please try again in 27ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"mulch\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"mulch\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Grouped count by category on \\\"mulch\\\" using the planned template.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16966,"cached_input_tokens":12032,"output_tokens":290,"reasoning_output_tokens":219}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0a92e1cd1b8cbeaf/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0a92e1cd1b8cbeaf/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5f4615c758160f39adf30d3880b338ec7a9731fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0a92e1cd1b8cbeaf/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"mulch\", COUNT(*) AS \"row_count\"\nFROM \"c4\"\nGROUP BY \"mulch\"\nORDER BY \"row_count\" DESC;","notes":"Grouped count by category on \"mulch\" using the planned template."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0a92e1cd1b8cbeaf/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0a92e1cd1b8cbeaf/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0b74c02d069117e7/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0b74c02d069117e7/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e81ab3832fbfaa3003b8517c62b3cdc62b79dbaa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0b74c02d069117e7/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=skach, condition_col=skach. +Result preview: [{"skach": "f", "condition_rate": 1.0}, {"skach": "t", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0b74c02d069117e7/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0b74c02d069117e7/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..63f331db225f5e05f5017cc3bb6f8f035d2f9976 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0b74c02d069117e7/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: c4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c4_0b74c02d069117e7 +-- problem_id: v2p_c4_2404227b8903c9a6 +-- realization_mode: agent +-- source_kind: agent +SELECT "skach", + AVG(CASE WHEN "skach" = 'f' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "c4" +GROUP BY "skach" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0b74c02d069117e7/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0b74c02d069117e7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3d01418de14d317f8fe8d5f85f7398503ae31b78 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0b74c02d069117e7/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 \"skach\",\n AVG(CASE WHEN \"skach\" = 'f' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"c4\"\nGROUP BY \"skach\"\nORDER BY \"condition_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"skach\\\",\\n AVG(CASE WHEN \\\"skach\\\" = 'f' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"skach\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\", \"columns\": [\"skach\", \"condition_rate\"], \"rows\": [{\"skach\": \"f\", \"condition_rate\": 1.0}, {\"skach\": \"t\", \"condition_rate\": 0.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.22}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0b74c02d069117e7/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0b74c02d069117e7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9cdd588968f75396c9c172443756369709f79bdd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0b74c02d069117e7/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "c4", + "started_at": "2026-05-19T15:32:17.424684+00:00", + "ended_at": "2026-05-19T15:32:33.764955+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c4_0b74c02d069117e7", + "problem_id": "v2p_c4_2404227b8903c9a6", + "dataset_id": "c4", + "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=skach, condition_col=skach.", + "bindings": { + "group_col": "skach", + "condition_col": "skach", + "condition_value": "f", + "positive_value": "f", + "negative_value": "t", + "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": 0.0, + "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=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_a/c4/sql/v2q_c4_0b74c02d069117e7.sql", + "usage_summary": { + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_0b74c02d069117e7", + "api_calls": 0, + "input_tokens": 17055, + "cached_input_tokens": 15744, + "output_tokens": 483, + "total_tokens": 17538, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16335.57, + "sql_execution_elapsed_ms_total": 1.22, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0b74c02d069117e7/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0b74c02d069117e7/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0b74c02d069117e7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2504783dc5a1e5c40188d90dbf9109718228fd32 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0b74c02d069117e7/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:32:33.762546+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": 16335.57, "started_at": "2026-05-19T15:32:17.426219+00:00", "ended_at": "2026-05-19T15:32:33.761810+00:00", "prompt_metrics": {"chars": 15473, "bytes_utf8": 15473, "lines": 543, "estimated_tokens": null}, "response_metrics": {"chars": 394, "bytes_utf8": 394, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17055, "cached_input_tokens": 15744, "output_tokens": 483, "reasoning_output_tokens": 369}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"skach\\\",\\n AVG(CASE WHEN \\\"skach\\\" = 'f' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"skach\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Uses the planned Grouped Condition Rate template with \\\"skach\\\" as both the group and condition column, computing the within-group proportion where \\\"skach\\\" = 'f'.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0b74c02d069117e7/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0b74c02d069117e7/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..feaed90a5de11bfed13c8838fcaa5737a71ad035 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0b74c02d069117e7/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_0b74c02d069117e7", + "api_calls": 0, + "input_tokens": 17055, + "cached_input_tokens": 15744, + "output_tokens": 483, + "total_tokens": 17538, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16335.57, + "sql_execution_elapsed_ms_total": 1.22, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0b74c02d069117e7/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0c94da0e91824389/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0c94da0e91824389/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a203ab742ef19a39231426d87f8c69609d013e77 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0c94da0e91824389/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15139, "bytes_utf8": 15139, "lines": 538, "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": 253, "bytes_utf8": 253, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16968, "cached_input_tokens": 12032, "output_tokens": 315, "reasoning_output_tokens": 235}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0c94da0e91824389/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0c94da0e91824389/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0e7b1824449a5b64f34e4cd9018685ab5c92b0cd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0c94da0e91824389/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": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_0c94da0e91824389", + "api_calls": 0, + "input_tokens": 16968, + "cached_input_tokens": 12032, + "output_tokens": 315, + "total_tokens": 17283, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8675.67, + "sql_execution_elapsed_ms_total": 1.44, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0c94da0e91824389/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0c94da0e91824389/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0c94da0e91824389/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0e1dd94535361da5c10258a5efefb5ffccfbb0ba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0c94da0e91824389/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": "2026-05-19T15:31:17.742999+00:00", + "ended_at": "2026-05-19T15:31:26.418694+00:00", + "elapsed_ms": 8675.67, + "prompt_metrics": { + "chars": 15139, + "bytes_utf8": 15139, + "lines": 538, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 611, + "bytes_utf8": 611, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 253, + "bytes_utf8": 253, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16968, + "cached_input_tokens": 12032, + "output_tokens": 315, + "reasoning_output_tokens": 235 + } + }, + "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_a/c4/artifacts/v2q_c4_0c94da0e91824389/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0c94da0e91824389/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ad2701643632f2e11eff0d96a11ff7b81a0b4065 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0c94da0e91824389/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,538 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c4", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=qxmsq.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "qxmsq", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "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}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0c94da0e91824389/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0c94da0e91824389/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..499c56bb75ecbe77b676b4bf51e3f76f529833e6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0c94da0e91824389/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40dc-e179-7ce3-a956-4f9b48cf0c32"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"qxmsq\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"qxmsq\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Grouped count by category on \\\"qxmsq\\\" in table \\\"c4\\\" using the planned template.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16968,"cached_input_tokens":12032,"output_tokens":315,"reasoning_output_tokens":235}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0c94da0e91824389/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0c94da0e91824389/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f6b7c19f91f1fa17add6524ffafb68571442fb6a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0c94da0e91824389/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"qxmsq\", COUNT(*) AS \"row_count\"\nFROM \"c4\"\nGROUP BY \"qxmsq\"\nORDER BY \"row_count\" DESC;","notes":"Grouped count by category on \"qxmsq\" in table \"c4\" using the planned template."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0c94da0e91824389/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0c94da0e91824389/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_10eba63807755d23/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_10eba63807755d23/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..02a7d7d8e2b5030993e86d6829a0997d138a38e3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_10eba63807755d23/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15220, "bytes_utf8": 15220, "lines": 538, "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": 297, "bytes_utf8": 297, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17003, "cached_input_tokens": 15744, "output_tokens": 216, "reasoning_output_tokens": 124}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_10eba63807755d23/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_10eba63807755d23/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b3dcbd939f959f2c2ae14ab87c773f21d25882be --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_10eba63807755d23/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": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_10eba63807755d23", + "api_calls": 0, + "input_tokens": 17003, + "cached_input_tokens": 15744, + "output_tokens": 216, + "total_tokens": 17219, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9765.42, + "sql_execution_elapsed_ms_total": 1.9, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_10eba63807755d23/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_10eba63807755d23/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_10eba63807755d23/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2230aa3954ab9372f080a2b24d6f7ece0d8650f1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_10eba63807755d23/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": "2026-05-19T15:39:59.017045+00:00", + "ended_at": "2026-05-19T15:40:08.782510+00:00", + "elapsed_ms": 9765.42, + "prompt_metrics": { + "chars": 15220, + "bytes_utf8": 15220, + "lines": 538, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 650, + "bytes_utf8": 650, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 297, + "bytes_utf8": 297, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17003, + "cached_input_tokens": 15744, + "output_tokens": 216, + "reasoning_output_tokens": 124 + } + }, + "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_a/c4/artifacts/v2q_c4_10eba63807755d23/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_10eba63807755d23/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..177f2a515c802533a3e42f839d33ba7773c18f97 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_10eba63807755d23/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,538 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +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": "c4", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=skach.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "skach", + "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": 0.0, + "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_a/c4/artifacts/v2q_c4_10eba63807755d23/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_10eba63807755d23/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c29a8f85083e24276f95d1732b758a55b727c2cc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_10eba63807755d23/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e4-d5a6-7123-9b79-1a60df0d5d08"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"skach\\\",\\n COUNT(*) AS support\\nFROM \\\"c4\\\"\\nGROUP BY \\\"skach\\\"\\nORDER BY support ASC, \\\"skach\\\"\\nLIMIT 16;\",\"notes\":\"Applied the Low-Support Group Count template with group_col bound to \\\"skach\\\" and top_k set to 16.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17003,"cached_input_tokens":15744,"output_tokens":216,"reasoning_output_tokens":124}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_10eba63807755d23/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_10eba63807755d23/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..002434d30fe9b6162baa20bf3de286577f1dc5f0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_10eba63807755d23/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"skach\",\n COUNT(*) AS support\nFROM \"c4\"\nGROUP BY \"skach\"\nORDER BY support ASC, \"skach\"\nLIMIT 16;","notes":"Applied the Low-Support Group Count template with group_col bound to \"skach\" and top_k set to 16."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_10eba63807755d23/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_10eba63807755d23/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_126a71b410058d59/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_126a71b410058d59/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d618ae141f22f0b2c4165d4ac20c7ba14634d30b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_126a71b410058d59/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15220, "bytes_utf8": 15220, "lines": 538, "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": 347, "bytes_utf8": 347, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17005, "cached_input_tokens": 15744, "output_tokens": 379, "reasoning_output_tokens": 272}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_126a71b410058d59/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_126a71b410058d59/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8c1201215a422d8591771dfca178939082979d07 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_126a71b410058d59/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": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_126a71b410058d59", + "api_calls": 0, + "input_tokens": 17005, + "cached_input_tokens": 15744, + "output_tokens": 379, + "total_tokens": 17384, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11631.26, + "sql_execution_elapsed_ms_total": 2.76, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_126a71b410058d59/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_126a71b410058d59/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_126a71b410058d59/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ee918a14d6d804683b2befbbaa2920756e62562e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_126a71b410058d59/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": "2026-05-19T15:40:36.043388+00:00", + "ended_at": "2026-05-19T15:40:47.674690+00:00", + "elapsed_ms": 11631.26, + "prompt_metrics": { + "chars": 15220, + "bytes_utf8": 15220, + "lines": 538, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 708, + "bytes_utf8": 708, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 347, + "bytes_utf8": 347, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17005, + "cached_input_tokens": 15744, + "output_tokens": 379, + "reasoning_output_tokens": 272 + } + }, + "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_a/c4/artifacts/v2q_c4_126a71b410058d59/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_126a71b410058d59/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..19a8049994157818b61167e88ca7d0b1f2f89503 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_126a71b410058d59/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,538 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +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": "c4", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=skrxp.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "skrxp", + "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": 0.0, + "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_a/c4/artifacts/v2q_c4_126a71b410058d59/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_126a71b410058d59/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9f1724b44f8e0d20684b64d585c573b550c13cfa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_126a71b410058d59/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e5-6642-7d33-b0b4-fe7b50e2f6c7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"skrxp\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"skrxp\\\"\\nORDER BY \\\"support\\\" ASC, \\\"skrxp\\\"\\nLIMIT 18;\",\"notes\":\"Uses the planned Low-Support Group Count template with group_col bound to \\\"skrxp\\\" and top_k=18 to surface the rarest categories by support.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17005,"cached_input_tokens":15744,"output_tokens":379,"reasoning_output_tokens":272}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_126a71b410058d59/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_126a71b410058d59/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..07bbf61709f96a7169869a2b5c287f83e8122d70 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_126a71b410058d59/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"skrxp\",\n COUNT(*) AS \"support\"\nFROM \"c4\"\nGROUP BY \"skrxp\"\nORDER BY \"support\" ASC, \"skrxp\"\nLIMIT 18;","notes":"Uses the planned Low-Support Group Count template with group_col bound to \"skrxp\" and top_k=18 to surface the rarest categories by support."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_126a71b410058d59/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_126a71b410058d59/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1273ce4c7702a797/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1273ce4c7702a797/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8c744ac9c0a6c7a23cf6d84114ab085e3d361d3d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1273ce4c7702a797/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15566, "bytes_utf8": 15566, "lines": 541, "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": 468, "bytes_utf8": 468, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17107, "cached_input_tokens": 15744, "output_tokens": 388, "reasoning_output_tokens": 241}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1273ce4c7702a797/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1273ce4c7702a797/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f78504169115ae2b5efaa9965ff9becef7169de9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1273ce4c7702a797/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": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_1273ce4c7702a797", + "api_calls": 0, + "input_tokens": 17107, + "cached_input_tokens": 15744, + "output_tokens": 388, + "total_tokens": 17495, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11879.21, + "sql_execution_elapsed_ms_total": 1.5, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1273ce4c7702a797/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1273ce4c7702a797/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1273ce4c7702a797/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6c8260fefc206cdf8a8383709ead43854aff0ef5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1273ce4c7702a797/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": "2026-05-19T15:45:13.564967+00:00", + "ended_at": "2026-05-19T15:45:25.444201+00:00", + "elapsed_ms": 11879.21, + "prompt_metrics": { + "chars": 15566, + "bytes_utf8": 15566, + "lines": 541, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 843, + "bytes_utf8": 843, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 468, + "bytes_utf8": 468, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17107, + "cached_input_tokens": 15744, + "output_tokens": 388, + "reasoning_output_tokens": 241 + } + }, + "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_a/c4/artifacts/v2q_c4_1273ce4c7702a797/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1273ce4c7702a797/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a2f46b582c7b91cc59f3670f8a856ae7b4daff5e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1273ce4c7702a797/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,541 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c4", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=dsopp, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "dsopp", + "target_col": "class", + "target_value": "nowin", + "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": 0.0, + "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,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1273ce4c7702a797/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1273ce4c7702a797/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..30d3f9a4408c756ffdb91354ba7c9df2cefe52e5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1273ce4c7702a797/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e9-a270-7590-b7bd-19b15a05175a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"dsopp\\\",\\n COUNT(*) AS \\\"support\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'nowin' THEN 1 ELSE 0 END) AS \\\"focus_rate\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"dsopp\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY \\\"focus_rate\\\" DESC, \\\"support\\\" ASC\\nLIMIT 15;\",\"notes\":\"Applied the requested Tail Target-Rate Extremes template using group_col=\\\"dsopp\\\", target_col=\\\"class\\\", target_value='nowin', min_support=4, and top_k=15.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17107,"cached_input_tokens":15744,"output_tokens":388,"reasoning_output_tokens":241}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1273ce4c7702a797/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1273ce4c7702a797/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1ed8224b4caa4ac331ce63c77bb34834a3bfe6ef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1273ce4c7702a797/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"dsopp\",\n COUNT(*) AS \"support\",\n AVG(CASE WHEN \"class\" = 'nowin' THEN 1 ELSE 0 END) AS \"focus_rate\"\nFROM \"c4\"\nGROUP BY \"dsopp\"\nHAVING COUNT(*) >= 4\nORDER BY \"focus_rate\" DESC, \"support\" ASC\nLIMIT 15;","notes":"Applied the requested Tail Target-Rate Extremes template using group_col=\"dsopp\", target_col=\"class\", target_value='nowin', min_support=4, and top_k=15."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1273ce4c7702a797/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1273ce4c7702a797/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_13573492af79c031/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_13573492af79c031/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b91f1b3b9d1e5ff364a117e840754499065cf329 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_13573492af79c031/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15394, "bytes_utf8": 15394, "lines": 540, "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": 365, "bytes_utf8": 365, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17075, "cached_input_tokens": 15744, "output_tokens": 366, "reasoning_output_tokens": 242}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_13573492af79c031/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_13573492af79c031/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1252a6ca17723d5a75a2940a5ad7a8cd834c1685 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_13573492af79c031/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": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_13573492af79c031", + "api_calls": 0, + "input_tokens": 17075, + "cached_input_tokens": 15744, + "output_tokens": 366, + "total_tokens": 17441, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8574.29, + "sql_execution_elapsed_ms_total": 4.51, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_13573492af79c031/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_13573492af79c031/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_13573492af79c031/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..663fc817812d0b0b90ff07ec4333c9e64bdfce1e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_13573492af79c031/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": "2026-05-19T15:43:53.038655+00:00", + "ended_at": "2026-05-19T15:44:01.612974+00:00", + "elapsed_ms": 8574.29, + "prompt_metrics": { + "chars": 15394, + "bytes_utf8": 15394, + "lines": 540, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 743, + "bytes_utf8": 743, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 365, + "bytes_utf8": 365, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17075, + "cached_input_tokens": 15744, + "output_tokens": 366, + "reasoning_output_tokens": 242 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_13573492af79c031/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_13573492af79c031/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4807f5da04f993db207a1c6c4ded5584e0c72658 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_13573492af79c031/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,540 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c4", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=bkon8, group_col_2=blxwp.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "bkon8", + "group_col_2": "blxwp", + "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": 0.0, + "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 {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_13573492af79c031/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_13573492af79c031/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bbbae0f46267cc56e5afb55e80721577c22b4d4a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_13573492af79c031/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e8-67dc-7af3-96d8-6842064b7f4a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"bkon8\\\",\\n \\\"blxwp\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bkon8\\\", \\\"blxwp\\\"\\nORDER BY \\\"support\\\" ASC, \\\"bkon8\\\", \\\"blxwp\\\"\\nLIMIT 16;\",\"notes\":\"Uses the Pairwise Sparse Slice Count template with fixed bindings group_col=\\\"bkon8\\\", group_col_2=\\\"blxwp\\\", and top_k=16.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17075,"cached_input_tokens":15744,"output_tokens":366,"reasoning_output_tokens":242}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_13573492af79c031/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_13573492af79c031/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..86f4fc43b2b2ced055fdbdad07193aa2b1aa603f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_13573492af79c031/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"bkon8\",\n \"blxwp\",\n COUNT(*) AS \"support\"\nFROM \"c4\"\nGROUP BY \"bkon8\", \"blxwp\"\nORDER BY \"support\" ASC, \"bkon8\", \"blxwp\"\nLIMIT 16;","notes":"Uses the Pairwise Sparse Slice Count template with fixed bindings group_col=\"bkon8\", group_col_2=\"blxwp\", and top_k=16."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_13573492af79c031/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_13573492af79c031/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_13abefd302fd4e3b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_13abefd302fd4e3b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5ecc16d6f6ac10067ad4cf61848a51a1416e6c7f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_13abefd302fd4e3b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:54:06.960752+00:00", + "ended_at": "2026-05-19T15:54:10.280620+00:00", + "elapsed_ms": 3319.84, + "returncode": 1, + "prompt_metrics": { + "chars": 15412, + "bytes_utf8": 15412, + "lines": 542, + "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_a/c4/artifacts/v2q_c4_13abefd302fd4e3b/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_13abefd302fd4e3b/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..78ae6ae677b07ce6ae6c6158ba98162c63be3904 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_13abefd302fd4e3b/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:54:11.283223+00:00", + "ended_at": "2026-05-19T15:54:16.939633+00:00", + "elapsed_ms": 5656.36, + "returncode": 1, + "prompt_metrics": { + "chars": 15412, + "bytes_utf8": 15412, + "lines": 542, + "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_a/c4/artifacts/v2q_c4_13abefd302fd4e3b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_13abefd302fd4e3b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..382ce4b595a99832de7333734f4e0edf61b1fa8b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_13abefd302fd4e3b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,542 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c4", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=bknwy.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "bknwy", + "predicate_col": "bkxbq", + "predicate_op": "=", + "predicate_value": "f", + "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": 0.0, + "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}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_13abefd302fd4e3b/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_13abefd302fd4e3b/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..382ce4b595a99832de7333734f4e0edf61b1fa8b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_13abefd302fd4e3b/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,542 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c4", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=bknwy.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "bknwy", + "predicate_col": "bkxbq", + "predicate_op": "=", + "predicate_value": "f", + "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": 0.0, + "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}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_13abefd302fd4e3b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_13abefd302fd4e3b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8d627fde9a68bd35c2637a44ef7a1e4fc32658ff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_13abefd302fd4e3b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f1-c5f8-7c83-b064-2165496d8b60"} +{"type":"turn.started"} +{"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_a/c4/artifacts/v2q_c4_13abefd302fd4e3b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_13abefd302fd4e3b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..50a7d855793a7a3ecafc204129cda96dd69b2e68 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_13abefd302fd4e3b/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f1-c5f8-7c83-b064-2165496d8b60"} +{"type":"turn.started"} +{"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_a/c4/artifacts/v2q_c4_13abefd302fd4e3b/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_13abefd302fd4e3b/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..640a3079cf041d928efb37ddfd3618b230ec481f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_13abefd302fd4e3b/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f1-d6bf-76e1-838a-9bb440281c60"} +{"type":"turn.started"} +{"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_a/c4/artifacts/v2q_c4_13abefd302fd4e3b/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_13abefd302fd4e3b/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7c0fffd6c033ea4d532df1fb168edc9355254c16 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_13abefd302fd4e3b/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f1-d6bf-76e1-838a-9bb440281c60"} +{"type":"turn.started"} +{"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_a/c4/artifacts/v2q_c4_13abefd302fd4e3b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_13abefd302fd4e3b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_13abefd302fd4e3b/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_13abefd302fd4e3b/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_141838c7cd8ea074/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_141838c7cd8ea074/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..000289a06bf3f7b4acdeb3b9eda63c01c45f87c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_141838c7cd8ea074/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=bkon8, group_col_2=wkpos, target_col=class. +Result preview: [{"bkon8": "f", "wkpos": "t", "target_rate": 0.5765805877114871}, {"bkon8": "f", "wkpos": "f", "target_rate": 0.40843373493975904}, {"bkon8": "t", "wkpos": "t", "target_rate": 0.3333333333333333}, {"bkon8": "t", "wkpos": "f", "target_rate": 0.09523809523809523}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_141838c7cd8ea074/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_141838c7cd8ea074/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ede622cd1d1312a5402c16c38cd992989e848e71 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_141838c7cd8ea074/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: c4 +-- 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_c2_two_dim_target_rate +-- query_record_id: v2q_c4_141838c7cd8ea074 +-- problem_id: v2p_c4_b99e38e44c9f17e6 +-- realization_mode: agent +-- source_kind: agent +SELECT "bkon8", "wkpos", + AVG(CASE WHEN "class" = 'won' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c4" +GROUP BY "bkon8", "wkpos" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_141838c7cd8ea074/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_141838c7cd8ea074/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4b21be8239b6c4d047cc96cf8ad15729260b0db1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_141838c7cd8ea074/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_two_dim_target_rate\nSELECT \"bkon8\", \"wkpos\",\n AVG(CASE WHEN \"class\" = 'won' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c4\"\nGROUP BY \"bkon8\", \"wkpos\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bkon8\\\", \\\"wkpos\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'won' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bkon8\\\", \\\"wkpos\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"bkon8\", \"wkpos\", \"target_rate\"], \"rows\": [{\"bkon8\": \"f\", \"wkpos\": \"t\", \"target_rate\": 0.5765805877114871}, {\"bkon8\": \"f\", \"wkpos\": \"f\", \"target_rate\": 0.40843373493975904}, {\"bkon8\": \"t\", \"wkpos\": \"t\", \"target_rate\": 0.3333333333333333}, {\"bkon8\": \"t\", \"wkpos\": \"f\", \"target_rate\": 0.09523809523809523}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.69}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_141838c7cd8ea074/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_141838c7cd8ea074/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..bf3584bf702e597ca6db8172e5218a54e58a2ace --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_141838c7cd8ea074/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "c4", + "started_at": "2026-05-19T15:51:18.130385+00:00", + "ended_at": "2026-05-19T15:51:32.203541+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c4_141838c7cd8ea074", + "problem_id": "v2p_c4_b99e38e44c9f17e6", + "dataset_id": "c4", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "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 Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=bkon8, group_col_2=wkpos, target_col=class.", + "bindings": { + "group_col": "bkon8", + "group_col_2": "wkpos", + "target_col": "class", + "target_value": "won", + "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": 0.0, + "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", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_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", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/sql/v2q_c4_141838c7cd8ea074.sql", + "usage_summary": { + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_141838c7cd8ea074", + "api_calls": 0, + "input_tokens": 17095, + "cached_input_tokens": 15744, + "output_tokens": 475, + "total_tokens": 17570, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14063.02, + "sql_execution_elapsed_ms_total": 3.69, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_141838c7cd8ea074/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_141838c7cd8ea074/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_141838c7cd8ea074/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ce7d6f66f35bd3fc4d7cdb4aa6264a01b0062937 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_141838c7cd8ea074/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:51:32.197670+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": 14063.02, "started_at": "2026-05-19T15:51:18.133262+00:00", "ended_at": "2026-05-19T15:51:32.196336+00:00", "prompt_metrics": {"chars": 15527, "bytes_utf8": 15527, "lines": 543, "estimated_tokens": null}, "response_metrics": {"chars": 384, "bytes_utf8": 384, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17095, "cached_input_tokens": 15744, "output_tokens": 475, "reasoning_output_tokens": 355}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bkon8\\\", \\\"wkpos\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'won' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bkon8\\\", \\\"wkpos\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Computes the proportion of rows with class = 'won' for each (bkon8, wkpos) combination using the requested two-axis target-rate template.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_141838c7cd8ea074/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_141838c7cd8ea074/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..10ef1a3c68d49d512f92edf5c5b4918a24ec0fe4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_141838c7cd8ea074/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_141838c7cd8ea074", + "api_calls": 0, + "input_tokens": 17095, + "cached_input_tokens": 15744, + "output_tokens": 475, + "total_tokens": 17570, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14063.02, + "sql_execution_elapsed_ms_total": 3.69, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_141838c7cd8ea074/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_166e05eae75b7d7a/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_166e05eae75b7d7a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2673b5c155ae95ed3efb65f2d3af43e87d6b8e3a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_166e05eae75b7d7a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=wkpos. +Result preview: [{"wkpos": "t", "support": 2345}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_166e05eae75b7d7a/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_166e05eae75b7d7a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..94d2da9658019dde5c2120feeba3419081695c52 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_166e05eae75b7d7a/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: c4 +-- 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_filtered_topk_group_count +-- query_record_id: v2q_c4_166e05eae75b7d7a +-- problem_id: v2p_c4_c65029de4b6c86d0 +-- realization_mode: agent +-- source_kind: agent +SELECT "wkpos", COUNT(*) AS support +FROM "c4" +WHERE "wkpos" = 't' +GROUP BY "wkpos" +ORDER BY support DESC +LIMIT 13; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_166e05eae75b7d7a/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_166e05eae75b7d7a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6f2340f733344ca8c6f4a274cdbabcc165c8d401 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_166e05eae75b7d7a/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_filtered_topk_group_count\nSELECT \"wkpos\", COUNT(*) AS support\nFROM \"c4\"\nWHERE \"wkpos\" = 't'\nGROUP BY \"wkpos\"\nORDER BY support DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"wkpos\\\", COUNT(*) AS support\\nFROM \\\"c4\\\"\\nWHERE \\\"wkpos\\\" = 't'\\nGROUP BY \\\"wkpos\\\"\\nORDER BY support DESC\\nLIMIT 13;\", \"columns\": [\"wkpos\", \"support\"], \"rows\": [{\"wkpos\": \"t\", \"support\": 2345}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 0.86}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_166e05eae75b7d7a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_166e05eae75b7d7a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..bc210c9543ddd4d84380ac0fca25674273e31358 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_166e05eae75b7d7a/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "c4", + "started_at": "2026-05-19T15:52:50.343527+00:00", + "ended_at": "2026-05-19T15:53:00.313741+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c4_166e05eae75b7d7a", + "problem_id": "v2p_c4_c65029de4b6c86d0", + "dataset_id": "c4", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "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 Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=wkpos.", + "bindings": { + "group_col": "wkpos", + "predicate_col": "wkpos", + "predicate_op": "=", + "predicate_value": "t", + "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": 0.0, + "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", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=108" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "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_a/c4/sql/v2q_c4_166e05eae75b7d7a.sql", + "usage_summary": { + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_166e05eae75b7d7a", + "api_calls": 0, + "input_tokens": 17039, + "cached_input_tokens": 15744, + "output_tokens": 322, + "total_tokens": 17361, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9965.77, + "sql_execution_elapsed_ms_total": 0.86, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_166e05eae75b7d7a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_166e05eae75b7d7a/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_166e05eae75b7d7a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..da7e54961df3610ea1ada5c9d83c2270531fa97a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_166e05eae75b7d7a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:53:00.311680+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": 9965.77, "started_at": "2026-05-19T15:52:50.345197+00:00", "ended_at": "2026-05-19T15:53:00.311024+00:00", "prompt_metrics": {"chars": 15409, "bytes_utf8": 15409, "lines": 542, "estimated_tokens": null}, "response_metrics": {"chars": 373, "bytes_utf8": 373, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17039, "cached_input_tokens": 15744, "output_tokens": 322, "reasoning_output_tokens": 216}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"wkpos\\\", COUNT(*) AS support\\nFROM \\\"c4\\\"\\nWHERE \\\"wkpos\\\" = 't'\\nGROUP BY \\\"wkpos\\\"\\nORDER BY support DESC\\nLIMIT 13;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with \\\"wkpos\\\" as both the grouping column and filter predicate column, restricted to rows where \\\"wkpos\\\" = 't'.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_166e05eae75b7d7a/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_166e05eae75b7d7a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9d20efbdd75d6f85c348f82cad22e084fe889b03 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_166e05eae75b7d7a/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_166e05eae75b7d7a", + "api_calls": 0, + "input_tokens": 17039, + "cached_input_tokens": 15744, + "output_tokens": 322, + "total_tokens": 17361, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9965.77, + "sql_execution_elapsed_ms_total": 0.86, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_166e05eae75b7d7a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_192aef79d95da41e/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_192aef79d95da41e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d7ce9d87f7a829dfbb208a01da63d846e3187ed0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_192aef79d95da41e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15562, "bytes_utf8": 15562, "lines": 541, "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": 481, "bytes_utf8": 481, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17106, "cached_input_tokens": 15744, "output_tokens": 492, "reasoning_output_tokens": 343}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_192aef79d95da41e/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_192aef79d95da41e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..838e8558e588c797dd618e22391fa1d40ae0e42c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_192aef79d95da41e/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": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_192aef79d95da41e", + "api_calls": 0, + "input_tokens": 17106, + "cached_input_tokens": 15744, + "output_tokens": 492, + "total_tokens": 17598, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17906.09, + "sql_execution_elapsed_ms_total": 1.68, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_192aef79d95da41e/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_192aef79d95da41e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_192aef79d95da41e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9b5b3f45b3843a4096f317a2bc5024ec0c9eaa9b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_192aef79d95da41e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:48:17.666534+00:00", + "ended_at": "2026-05-19T15:48:35.572658+00:00", + "elapsed_ms": 17906.09, + "prompt_metrics": { + "chars": 15562, + "bytes_utf8": 15562, + "lines": 541, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1522, + "bytes_utf8": 1522, + "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": 481, + "bytes_utf8": 481, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17106, + "cached_input_tokens": 15744, + "output_tokens": 492, + "reasoning_output_tokens": 343 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_192aef79d95da41e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_192aef79d95da41e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bf1fcd8590ab52b27e26ddb6f2618d7a063c4718 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_192aef79d95da41e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,541 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c4", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=reskr, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "reskr", + "target_col": "class", + "target_value": "nowin", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "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,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_192aef79d95da41e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_192aef79d95da41e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1a2422b101bfb8e39ea04e4d2e30ef2b174ee010 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_192aef79d95da41e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,6 @@ +{"type":"thread.started","thread_id":"019e40ec-7193-7100-9b6d-451e9b988f38"} +{"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 1986491, Requested 17741. Please try again in 126ms. 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 1997918, Requested 17741. Please try again in 469ms. 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_tail_target_rate_extremes_v2\\nSELECT\\n \\\"reskr\\\",\\n COUNT(*) AS \\\"support\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'nowin' THEN 1 ELSE 0 END) AS \\\"focus_rate\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"reskr\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY \\\"focus_rate\\\" DESC, \\\"support\\\" ASC\\nLIMIT 13;\",\"notes\":\"Uses the shortlisted Tail Target-Rate Extremes template with fixed bindings group_col=\\\"reskr\\\", target_col=\\\"class\\\", target_value='nowin', min_support=5, and top_k=13.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17106,"cached_input_tokens":15744,"output_tokens":492,"reasoning_output_tokens":343}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_192aef79d95da41e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_192aef79d95da41e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b49af2d83b9fbe8f641a818e6594b748de8db085 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_192aef79d95da41e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"reskr\",\n COUNT(*) AS \"support\",\n AVG(CASE WHEN \"class\" = 'nowin' THEN 1 ELSE 0 END) AS \"focus_rate\"\nFROM \"c4\"\nGROUP BY \"reskr\"\nHAVING COUNT(*) >= 5\nORDER BY \"focus_rate\" DESC, \"support\" ASC\nLIMIT 13;","notes":"Uses the shortlisted Tail Target-Rate Extremes template with fixed bindings group_col=\"reskr\", target_col=\"class\", target_value='nowin', min_support=5, and top_k=13."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_192aef79d95da41e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_192aef79d95da41e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1a0234365e211427/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1a0234365e211427/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b005223d89cb4ccf8f27c42989079b09afcbb911 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1a0234365e211427/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=skewr. +Result preview: [{"skewr": "f", "support": 980}, {"skewr": "t", "support": 2216}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1a0234365e211427/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1a0234365e211427/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9066cc942ee09003e99652bdfb147622d519420c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1a0234365e211427/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: c4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c4_1a0234365e211427 +-- problem_id: v2p_c4_7f09963403041827 +-- realization_mode: agent +-- source_kind: agent +SELECT + "skewr", + COUNT(*) AS support +FROM "c4" +GROUP BY "skewr" +ORDER BY support ASC, "skewr" +LIMIT 17; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1a0234365e211427/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1a0234365e211427/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b71ed15c1fa87b35f2b2cae1cbe9644d9530142c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1a0234365e211427/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_tail_low_support_group_count_v2\nSELECT\n \"skewr\",\n COUNT(*) AS support\nFROM \"c4\"\nGROUP BY \"skewr\"\nORDER BY support ASC, \"skewr\"\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"skewr\\\",\\n COUNT(*) AS support\\nFROM \\\"c4\\\"\\nGROUP BY \\\"skewr\\\"\\nORDER BY support ASC, \\\"skewr\\\"\\nLIMIT 17;\", \"columns\": [\"skewr\", \"support\"], \"rows\": [{\"skewr\": \"f\", \"support\": 980}, {\"skewr\": \"t\", \"support\": 2216}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.66}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1a0234365e211427/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1a0234365e211427/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..13f37bfc299599b00627d1a31ed051d7142a14e7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1a0234365e211427/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "c4", + "started_at": "2026-05-19T15:40:16.893909+00:00", + "ended_at": "2026-05-19T15:40:24.597503+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c4_1a0234365e211427", + "problem_id": "v2p_c4_7f09963403041827", + "dataset_id": "c4", + "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=skewr.", + "bindings": { + "group_col": "skewr", + "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": 0.0, + "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=2/2", + "binding_index=62" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "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_a/c4/sql/v2q_c4_1a0234365e211427.sql", + "usage_summary": { + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_1a0234365e211427", + "api_calls": 0, + "input_tokens": 17004, + "cached_input_tokens": 12032, + "output_tokens": 256, + "total_tokens": 17260, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7696.03, + "sql_execution_elapsed_ms_total": 2.66, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1a0234365e211427/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1a0234365e211427/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1a0234365e211427/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c0258ab8b28eea376be72534f97a6806e29ee798 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1a0234365e211427/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:40:24.592786+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": 7696.03, "started_at": "2026-05-19T15:40:16.895158+00:00", "ended_at": "2026-05-19T15:40:24.591220+00:00", "prompt_metrics": {"chars": 15220, "bytes_utf8": 15220, "lines": 538, "estimated_tokens": null}, "response_metrics": {"chars": 297, "bytes_utf8": 297, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17004, "cached_input_tokens": 12032, "output_tokens": 256, "reasoning_output_tokens": 159}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"skewr\\\",\\n COUNT(*) AS support\\nFROM \\\"c4\\\"\\nGROUP BY \\\"skewr\\\"\\nORDER BY support ASC, \\\"skewr\\\"\\nLIMIT 17;\",\"notes\":\"Applies the Low-Support Group Count template with group_col bound to \\\"skewr\\\" and top_k set to 17.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1a0234365e211427/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1a0234365e211427/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c1d4d06a18d7528f8dc97d769831d6fb4b11d09f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1a0234365e211427/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_1a0234365e211427", + "api_calls": 0, + "input_tokens": 17004, + "cached_input_tokens": 12032, + "output_tokens": 256, + "total_tokens": 17260, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7696.03, + "sql_execution_elapsed_ms_total": 2.66, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1a0234365e211427/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1acde644402e80ed/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1acde644402e80ed/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f2a62b96565a2a850bf02b6853b06d8947dd23e1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1acde644402e80ed/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15522, "bytes_utf8": 15522, "lines": 543, "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": 405, "bytes_utf8": 405, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17097, "cached_input_tokens": 15744, "output_tokens": 581, "reasoning_output_tokens": 448}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1acde644402e80ed/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1acde644402e80ed/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fe1bdf5a45391de109e381526f6ed50b859894be --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1acde644402e80ed/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": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_1acde644402e80ed", + "api_calls": 0, + "input_tokens": 17097, + "cached_input_tokens": 15744, + "output_tokens": 581, + "total_tokens": 17678, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12496.03, + "sql_execution_elapsed_ms_total": 4.95, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1acde644402e80ed/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1acde644402e80ed/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1acde644402e80ed/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..abed3d2a89ca7c2d843f20199534ee476d3a2201 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1acde644402e80ed/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": "2026-05-19T15:51:05.623793+00:00", + "ended_at": "2026-05-19T15:51:18.119860+00:00", + "elapsed_ms": 12496.03, + "prompt_metrics": { + "chars": 15522, + "bytes_utf8": 15522, + "lines": 543, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 781, + "bytes_utf8": 781, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 405, + "bytes_utf8": 405, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17097, + "cached_input_tokens": 15744, + "output_tokens": 581, + "reasoning_output_tokens": 448 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1acde644402e80ed/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1acde644402e80ed/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..88bc3fd082c57f8669c31b39da09b4c7c0a1a23b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1acde644402e80ed/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,543 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c4", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=bkon8, group_col_2=wkovl, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "bkon8", + "group_col_2": "wkovl", + "target_col": "class", + "target_value": "nowin", + "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": 0.0, + "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}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1acde644402e80ed/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1acde644402e80ed/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3669490963fbf39f8aa79b78f051759349e4fb10 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1acde644402e80ed/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ef-01bf-7f43-9dcb-cb9384dc0def"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bkon8\\\", \\\"wkovl\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'nowin' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bkon8\\\", \\\"wkovl\\\"\\nORDER BY \\\"target_rate\\\" DESC\\nLIMIT 16;\",\"notes\":\"Computes the within-group proportion of rows with \\\"class\\\" = 'nowin' for each (\\\"bkon8\\\", \\\"wkovl\\\") combination, ordered by highest target rate.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17097,"cached_input_tokens":15744,"output_tokens":581,"reasoning_output_tokens":448}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1acde644402e80ed/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1acde644402e80ed/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4f4296e815f55c168962af2fc9bea1f839937349 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1acde644402e80ed/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bkon8\", \"wkovl\",\n AVG(CASE WHEN \"class\" = 'nowin' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c4\"\nGROUP BY \"bkon8\", \"wkovl\"\nORDER BY \"target_rate\" DESC\nLIMIT 16;","notes":"Computes the within-group proportion of rows with \"class\" = 'nowin' for each (\"bkon8\", \"wkovl\") combination, ordered by highest target rate."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1acde644402e80ed/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1acde644402e80ed/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1b54f35e403790bd/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1b54f35e403790bd/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4c57ada375043cd43243e65b16a76c757af43ae8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1b54f35e403790bd/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=skewr, condition_col=skewr. +Result preview: [{"skewr": "f", "condition_rate": 1.0}, {"skewr": "t", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1b54f35e403790bd/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1b54f35e403790bd/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..824688eff1bd121f7139d43afae420bf2a0b15fd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1b54f35e403790bd/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: c4 +-- 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_c4_1b54f35e403790bd +-- problem_id: v2p_c4_ddd63240435a59f5 +-- realization_mode: agent +-- source_kind: agent +SELECT "skewr", + AVG(CASE WHEN "skewr" = 'f' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "c4" +GROUP BY "skewr" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1b54f35e403790bd/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1b54f35e403790bd/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9a3e83cffd4069d8d3d4f1104ccbdcb45fe5704d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1b54f35e403790bd/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 \"skewr\",\n AVG(CASE WHEN \"skewr\" = 'f' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"c4\"\nGROUP BY \"skewr\"\nORDER BY \"condition_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"skewr\\\",\\n AVG(CASE WHEN \\\"skewr\\\" = 'f' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"skewr\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\", \"columns\": [\"skewr\", \"condition_rate\"], \"rows\": [{\"skewr\": \"f\", \"condition_rate\": 1.0}, {\"skewr\": \"t\", \"condition_rate\": 0.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.29}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1b54f35e403790bd/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1b54f35e403790bd/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..bd83e7175792130998506099ed1f88d7b62664a6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1b54f35e403790bd/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "c4", + "started_at": "2026-05-19T15:33:03.033850+00:00", + "ended_at": "2026-05-19T15:33:18.074955+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c4_1b54f35e403790bd", + "problem_id": "v2p_c4_ddd63240435a59f5", + "dataset_id": "c4", + "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=skewr, condition_col=skewr.", + "bindings": { + "group_col": "skewr", + "condition_col": "skewr", + "condition_value": "f", + "positive_value": "t", + "negative_value": "f", + "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": 0.0, + "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=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_a/c4/sql/v2q_c4_1b54f35e403790bd.sql", + "usage_summary": { + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_1b54f35e403790bd", + "api_calls": 0, + "input_tokens": 17059, + "cached_input_tokens": 12032, + "output_tokens": 401, + "total_tokens": 17460, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15036.34, + "sql_execution_elapsed_ms_total": 1.29, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1b54f35e403790bd/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1b54f35e403790bd/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1b54f35e403790bd/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..12dcb088497fdf5d3f4d9dc5582aefb8d3dee7a8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1b54f35e403790bd/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:33:18.072475+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": 15036.34, "started_at": "2026-05-19T15:33:03.035373+00:00", "ended_at": "2026-05-19T15:33:18.071732+00:00", "prompt_metrics": {"chars": 15466, "bytes_utf8": 15466, "lines": 543, "estimated_tokens": null}, "response_metrics": {"chars": 441, "bytes_utf8": 441, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17059, "cached_input_tokens": 12032, "output_tokens": 401, "reasoning_output_tokens": 269}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"skewr\\\",\\n AVG(CASE WHEN \\\"skewr\\\" = 'f' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"skewr\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Uses the required Grouped Condition Rate template with both group_col and condition_col bound to \\\"skewr\\\", so the result shows the within-group proportion of rows where \\\"skewr\\\" = 'f' for each \\\"skewr\\\" value.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1b54f35e403790bd/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1b54f35e403790bd/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..91431be868d12dd445534b81ab49d2d08ca0be80 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1b54f35e403790bd/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_1b54f35e403790bd", + "api_calls": 0, + "input_tokens": 17059, + "cached_input_tokens": 12032, + "output_tokens": 401, + "total_tokens": 17460, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15036.34, + "sql_execution_elapsed_ms_total": 1.29, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1b54f35e403790bd/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1cc792d76607342a/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1cc792d76607342a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e61a8971e88ade510dae6a418e49ec4602d8f591 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1cc792d76607342a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15470, "bytes_utf8": 15470, "lines": 543, "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": 487, "bytes_utf8": 487, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17058, "cached_input_tokens": 15744, "output_tokens": 357, "reasoning_output_tokens": 229}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1cc792d76607342a/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1cc792d76607342a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5b6d1f277d45bef2f4b6d3121ea8d305cbd3061e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1cc792d76607342a/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": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_1cc792d76607342a", + "api_calls": 0, + "input_tokens": 17058, + "cached_input_tokens": 15744, + "output_tokens": 357, + "total_tokens": 17415, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9481.86, + "sql_execution_elapsed_ms_total": 1.82, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1cc792d76607342a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1cc792d76607342a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1cc792d76607342a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..951dbac86f1afe409993fa6b87607b1f14fab7fe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1cc792d76607342a/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": "2026-05-19T15:34:15.818544+00:00", + "ended_at": "2026-05-19T15:34:25.300430+00:00", + "elapsed_ms": 9481.86, + "prompt_metrics": { + "chars": 15470, + "bytes_utf8": 15470, + "lines": 543, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 838, + "bytes_utf8": 838, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 487, + "bytes_utf8": 487, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17058, + "cached_input_tokens": 15744, + "output_tokens": 357, + "reasoning_output_tokens": 229 + } + }, + "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_a/c4/artifacts/v2q_c4_1cc792d76607342a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1cc792d76607342a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bb89314c4c89f79506f14b11de6bf60a7f27f0f7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1cc792d76607342a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,543 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +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": "c4", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=stlmt, condition_col=stlmt.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "stlmt", + "condition_col": "stlmt", + "condition_value": "t", + "positive_value": "f", + "negative_value": "t", + "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": 0.0, + "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_a/c4/artifacts/v2q_c4_1cc792d76607342a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1cc792d76607342a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..43779fc8f797897f27fbb2279d951b83f8518ec9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1cc792d76607342a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40df-98ff-7362-aa6a-1145d5473898"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"stlmt\\\",\\n AVG(CASE WHEN \\\"stlmt\\\" = 't' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c4\\\"\\nGROUP BY \\\"stlmt\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the required Grouped Condition Rate template with both group_col and condition_col bound to \\\"stlmt\\\" and condition_value bound to 't'. Because the grouping and condition columns are the same, the resulting rate is structurally deterministic within each group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17058,"cached_input_tokens":15744,"output_tokens":357,"reasoning_output_tokens":229}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1cc792d76607342a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1cc792d76607342a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..be268492b7d1fc6a58ddd740113a18c6d58d7adb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1cc792d76607342a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"stlmt\",\n AVG(CASE WHEN \"stlmt\" = 't' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c4\"\nGROUP BY \"stlmt\"\nORDER BY condition_rate DESC;","notes":"Used the required Grouped Condition Rate template with both group_col and condition_col bound to \"stlmt\" and condition_value bound to 't'. Because the grouping and condition columns are the same, the resulting rate is structurally deterministic within each group."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1cc792d76607342a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1cc792d76607342a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1d4f68832d0da3fb/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1d4f68832d0da3fb/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6abb01583ce22f041adc896e86fad65f14ca78a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1d4f68832d0da3fb/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=bkona, group_col_2=simpl. +Result preview: [{"bkona": "f", "simpl": "f", "support": 1806}, {"bkona": "f", "simpl": "t", "support": 1068}, {"bkona": "t", "simpl": "f", "support": 169}, {"bkona": "t", "simpl": "t", "support": 153}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1d4f68832d0da3fb/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1d4f68832d0da3fb/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b19aa17fb7d26220ce696fd6e7d88a7027aec541 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1d4f68832d0da3fb/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: c4 +-- 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_two_dimensional_topk_count +-- query_record_id: v2q_c4_1d4f68832d0da3fb +-- problem_id: v2p_c4_be86c2869e8dee51 +-- realization_mode: agent +-- source_kind: agent +SELECT "bkona", "simpl", COUNT(*) AS "support" +FROM "c4" +GROUP BY "bkona", "simpl" +ORDER BY "support" DESC +LIMIT 14; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1d4f68832d0da3fb/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1d4f68832d0da3fb/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..548c2f5ff5cb28bff1d3b94dfd8c143309afd0ff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1d4f68832d0da3fb/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_two_dimensional_topk_count\nSELECT \"bkona\", \"simpl\", COUNT(*) AS \"support\"\nFROM \"c4\"\nGROUP BY \"bkona\", \"simpl\"\nORDER BY \"support\" DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"bkona\\\", \\\"simpl\\\", COUNT(*) AS \\\"support\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bkona\\\", \\\"simpl\\\"\\nORDER BY \\\"support\\\" DESC\\nLIMIT 14;\", \"columns\": [\"bkona\", \"simpl\", \"support\"], \"rows\": [{\"bkona\": \"f\", \"simpl\": \"f\", \"support\": 1806}, {\"bkona\": \"f\", \"simpl\": \"t\", \"support\": 1068}, {\"bkona\": \"t\", \"simpl\": \"f\", \"support\": 169}, {\"bkona\": \"t\", \"simpl\": \"t\", \"support\": 153}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.59}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1d4f68832d0da3fb/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1d4f68832d0da3fb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..003c2dfb1b4b4f875f9be72cb1fc0beb8c9f4ea5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1d4f68832d0da3fb/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "c4", + "started_at": "2026-05-19T15:56:00.072914+00:00", + "ended_at": "2026-05-19T15:56:07.561487+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c4_1d4f68832d0da3fb", + "problem_id": "v2p_c4_be86c2869e8dee51", + "dataset_id": "c4", + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "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": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=bkona, group_col_2=simpl.", + "bindings": { + "group_col": "bkona", + "group_col_2": "simpl", + "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": 0.0, + "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" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=1/1", + "binding_index=124" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "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_a/c4/sql/v2q_c4_1d4f68832d0da3fb.sql", + "usage_summary": { + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_1d4f68832d0da3fb", + "api_calls": 0, + "input_tokens": 17032, + "cached_input_tokens": 15744, + "output_tokens": 259, + "total_tokens": 17291, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7483.88, + "sql_execution_elapsed_ms_total": 1.59, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1d4f68832d0da3fb/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1d4f68832d0da3fb/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1d4f68832d0da3fb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..042ab6ff890311469368a5268aef8b4836df6581 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1d4f68832d0da3fb/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:56:07.558818+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": 7483.88, "started_at": "2026-05-19T15:56:00.074336+00:00", "ended_at": "2026-05-19T15:56:07.558243+00:00", "prompt_metrics": {"chars": 15327, "bytes_utf8": 15327, "lines": 540, "estimated_tokens": null}, "response_metrics": {"chars": 330, "bytes_utf8": 330, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17032, "cached_input_tokens": 15744, "output_tokens": 259, "reasoning_output_tokens": 160}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"bkona\\\", \\\"simpl\\\", COUNT(*) AS \\\"support\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bkona\\\", \\\"simpl\\\"\\nORDER BY \\\"support\\\" DESC\\nLIMIT 14;\",\"notes\":\"Uses the planned Two-Dimensional Top-k Count template with group_col=\\\"bkona\\\", group_col_2=\\\"simpl\\\", and top_k=14.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1d4f68832d0da3fb/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1d4f68832d0da3fb/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2c863bb9404539d41af56311595c8d246719dec1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1d4f68832d0da3fb/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_1d4f68832d0da3fb", + "api_calls": 0, + "input_tokens": 17032, + "cached_input_tokens": 15744, + "output_tokens": 259, + "total_tokens": 17291, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7483.88, + "sql_execution_elapsed_ms_total": 1.59, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1d4f68832d0da3fb/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1d85a53c34190f87/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1d85a53c34190f87/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8c3449b508c007a7491b2b2bd5859c54d2b679b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1d85a53c34190f87/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=bkspr, condition_col=bkspr. +Result preview: [{"bkspr": "t", "condition_ratio": 0.0}, {"bkspr": "f", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1d85a53c34190f87/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1d85a53c34190f87/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..79962efd6970695520e0ec7a01e6f0deb32b0ef8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1d85a53c34190f87/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: c4 +-- 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_c4_1d85a53c34190f87 +-- problem_id: v2p_c4_1d28d12470ffaf9e +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "bkspr", + SUM(CASE WHEN "bkspr" = 'f' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "bkspr" = 't' THEN 1 ELSE 0 END) AS denominator_count + FROM "c4" + GROUP BY "bkspr" +) +SELECT "bkspr", + 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_a/c4/artifacts/v2q_c4_1d85a53c34190f87/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1d85a53c34190f87/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ebb7e831f5c9fff6a54f61e02d901e6102d5d542 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1d85a53c34190f87/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 \"bkspr\",\n SUM(CASE WHEN \"bkspr\" = 'f' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"bkspr\" = 't' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c4\"\n GROUP BY \"bkspr\"\n)\nSELECT \"bkspr\",\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 \\\"bkspr\\\",\\n SUM(CASE WHEN \\\"bkspr\\\" = 'f' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"bkspr\\\" = 't' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c4\\\"\\n GROUP BY \\\"bkspr\\\"\\n)\\nSELECT \\\"bkspr\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"bkspr\", \"condition_ratio\"], \"rows\": [{\"bkspr\": \"t\", \"condition_ratio\": 0.0}, {\"bkspr\": \"f\", \"condition_ratio\": null}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.4}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1d85a53c34190f87/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1d85a53c34190f87/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cf87858014fa9e6bb75757a692568713bc4732b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1d85a53c34190f87/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "c4", + "started_at": "2026-05-19T15:36:49.164627+00:00", + "ended_at": "2026-05-19T15:37:08.387460+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c4_1d85a53c34190f87", + "problem_id": "v2p_c4_1d28d12470ffaf9e", + "dataset_id": "c4", + "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=bkspr, condition_col=bkspr.", + "bindings": { + "group_col": "bkspr", + "condition_col": "bkspr", + "condition_value": "f", + "positive_value": "f", + "negative_value": "t", + "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": 0.0, + "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=6", + "sql_variant_index=1/1", + "binding_index=41" + ], + "template_selection_mode": "rule", + "selected_template_rank": 4, + "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_a/c4/sql/v2q_c4_1d85a53c34190f87.sql", + "usage_summary": { + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_1d85a53c34190f87", + "api_calls": 0, + "input_tokens": 17204, + "cached_input_tokens": 16768, + "output_tokens": 461, + "total_tokens": 17665, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19212.92, + "sql_execution_elapsed_ms_total": 3.4, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1d85a53c34190f87/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1d85a53c34190f87/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1d85a53c34190f87/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6b4c851785c21a26c7e541dd2e9558ed50e291e1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1d85a53c34190f87/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:37:08.381290+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": 19212.92, "started_at": "2026-05-19T15:36:49.166601+00:00", "ended_at": "2026-05-19T15:37:08.379555+00:00", "prompt_metrics": {"chars": 16028, "bytes_utf8": 16028, "lines": 543, "estimated_tokens": null}, "response_metrics": {"chars": 646, "bytes_utf8": 646, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17204, "cached_input_tokens": 16768, "output_tokens": 461, "reasoning_output_tokens": 274}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"bkspr\\\",\\n SUM(CASE WHEN \\\"bkspr\\\" = 'f' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"bkspr\\\" = 't' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c4\\\"\\n GROUP BY \\\"bkspr\\\"\\n)\\nSELECT \\\"bkspr\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the requested grouped ratio template with group_col=\\\"bkspr\\\" and condition_col=\\\"bkspr\\\", using 'f' as the numerator condition and 't' as the denominator condition.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1d85a53c34190f87/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1d85a53c34190f87/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6c3ee3f58eb21c1667a04405ecd4c230fd5f8300 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1d85a53c34190f87/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_1d85a53c34190f87", + "api_calls": 0, + "input_tokens": 17204, + "cached_input_tokens": 16768, + "output_tokens": 461, + "total_tokens": 17665, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19212.92, + "sql_execution_elapsed_ms_total": 3.4, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1d85a53c34190f87/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1f3586938ce4c163/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1f3586938ce4c163/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d6212e447a3e8062fbd0f129a081bce806c8eb4c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1f3586938ce4c163/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15138, "bytes_utf8": 15138, "lines": 538, "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": 337, "bytes_utf8": 337, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16965, "cached_input_tokens": 15744, "output_tokens": 406, "reasoning_output_tokens": 316}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1f3586938ce4c163/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1f3586938ce4c163/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2726bac19c41785563c780948f62992ce5475fec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1f3586938ce4c163/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": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_1f3586938ce4c163", + "api_calls": 0, + "input_tokens": 16965, + "cached_input_tokens": 15744, + "output_tokens": 406, + "total_tokens": 17371, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17448.42, + "sql_execution_elapsed_ms_total": 1.24, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1f3586938ce4c163/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1f3586938ce4c163/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1f3586938ce4c163/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..02fd7e84e0cb8b1fedf3162b9fc1f58b8d28dacd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1f3586938ce4c163/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": "2026-05-19T15:31:59.972364+00:00", + "ended_at": "2026-05-19T15:32:17.420804+00:00", + "elapsed_ms": 17448.42, + "prompt_metrics": { + "chars": 15138, + "bytes_utf8": 15138, + "lines": 538, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1024, + "bytes_utf8": 1024, + "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": 337, + "bytes_utf8": 337, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16965, + "cached_input_tokens": 15744, + "output_tokens": 406, + "reasoning_output_tokens": 316 + } + }, + "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_a/c4/artifacts/v2q_c4_1f3586938ce4c163/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1f3586938ce4c163/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..da2028fae5ddf0e352e787a4492d22d446a35045 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1f3586938ce4c163/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,538 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c4", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=reskr.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "reskr", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "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}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1f3586938ce4c163/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1f3586938ce4c163/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..da55847e31e3396ce9bb76e807494c46d2b8f71f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1f3586938ce4c163/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40dd-868a-71d0-98af-52ca55fc48c8"} +{"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 1989500, Requested 17600. Please try again in 213ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"reskr\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"reskr\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Uses the provided Grouped Count by Category template with group_col bound to \\\"reskr\\\". No LIMIT was added because the runtime template skeleton does not include one.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16965,"cached_input_tokens":15744,"output_tokens":406,"reasoning_output_tokens":316}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1f3586938ce4c163/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1f3586938ce4c163/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..11ce3d9ca2351bd2f32f4cc4b59c6ed36b5a7dde --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1f3586938ce4c163/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"reskr\", COUNT(*) AS \"row_count\"\nFROM \"c4\"\nGROUP BY \"reskr\"\nORDER BY \"row_count\" DESC;","notes":"Uses the provided Grouped Count by Category template with group_col bound to \"reskr\". No LIMIT was added because the runtime template skeleton does not include one."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1f3586938ce4c163/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1f3586938ce4c163/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_20ea018913ab3e0a/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_20ea018913ab3e0a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a99d8b0cf4d01f7d3b7340b154439769ba862ed5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_20ea018913ab3e0a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=bkona, group_col_2=skewr. +Result preview: [{"bkona": "f", "skewr": "t", "support": 2007}, {"bkona": "f", "skewr": "f", "support": 867}, {"bkona": "t", "skewr": "t", "support": 209}, {"bkona": "t", "skewr": "f", "support": 113}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_20ea018913ab3e0a/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_20ea018913ab3e0a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..211828a3df876965ea5d99267932d1beb1335727 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_20ea018913ab3e0a/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: c4 +-- 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_two_dimensional_topk_count +-- query_record_id: v2q_c4_20ea018913ab3e0a +-- problem_id: v2p_c4_aab4faea2fcc1732 +-- realization_mode: agent +-- source_kind: agent +SELECT "bkona", "skewr", COUNT(*) AS "support" +FROM "c4" +GROUP BY "bkona", "skewr" +ORDER BY "support" DESC +LIMIT 11; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_20ea018913ab3e0a/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_20ea018913ab3e0a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d4ce4f16d3af428150647380bbe488669ac6f863 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_20ea018913ab3e0a/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_two_dimensional_topk_count\nSELECT \"bkona\", \"skewr\", COUNT(*) AS \"support\"\nFROM \"c4\"\nGROUP BY \"bkona\", \"skewr\"\nORDER BY \"support\" DESC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"bkona\\\", \\\"skewr\\\", COUNT(*) AS \\\"support\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bkona\\\", \\\"skewr\\\"\\nORDER BY \\\"support\\\" DESC\\nLIMIT 11;\", \"columns\": [\"bkona\", \"skewr\", \"support\"], \"rows\": [{\"bkona\": \"f\", \"skewr\": \"t\", \"support\": 2007}, {\"bkona\": \"f\", \"skewr\": \"f\", \"support\": 867}, {\"bkona\": \"t\", \"skewr\": \"t\", \"support\": 209}, {\"bkona\": \"t\", \"skewr\": \"f\", \"support\": 113}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.96}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_20ea018913ab3e0a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_20ea018913ab3e0a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f7b912f1e9462afb4e511ea801bfc22c875cb159 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_20ea018913ab3e0a/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "c4", + "started_at": "2026-05-19T15:56:14.747407+00:00", + "ended_at": "2026-05-19T15:56:25.337573+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c4_20ea018913ab3e0a", + "problem_id": "v2p_c4_aab4faea2fcc1732", + "dataset_id": "c4", + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "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": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=bkona, group_col_2=skewr.", + "bindings": { + "group_col": "bkona", + "group_col_2": "skewr", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "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" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=1/1", + "binding_index=126" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "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_a/c4/sql/v2q_c4_20ea018913ab3e0a.sql", + "usage_summary": { + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_20ea018913ab3e0a", + "api_calls": 0, + "input_tokens": 17036, + "cached_input_tokens": 12032, + "output_tokens": 394, + "total_tokens": 17430, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10584.64, + "sql_execution_elapsed_ms_total": 1.96, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_20ea018913ab3e0a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_20ea018913ab3e0a/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_20ea018913ab3e0a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bca607ca825ec29ed15ff06f2a7505bab9fc3946 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_20ea018913ab3e0a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:56:25.334391+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": 10584.64, "started_at": "2026-05-19T15:56:14.749001+00:00", "ended_at": "2026-05-19T15:56:25.333661+00:00", "prompt_metrics": {"chars": 15327, "bytes_utf8": 15327, "lines": 540, "estimated_tokens": null}, "response_metrics": {"chars": 326, "bytes_utf8": 326, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17036, "cached_input_tokens": 12032, "output_tokens": 394, "reasoning_output_tokens": 295}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"bkona\\\", \\\"skewr\\\", COUNT(*) AS \\\"support\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bkona\\\", \\\"skewr\\\"\\nORDER BY \\\"support\\\" DESC\\nLIMIT 11;\",\"notes\":\"Counts rows for each (bkona, skewr) subgroup, orders by descending support, and returns the top 11 combinations.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_20ea018913ab3e0a/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_20ea018913ab3e0a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e1bfef7fdcfdb754941632f365017e097568c9b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_20ea018913ab3e0a/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_20ea018913ab3e0a", + "api_calls": 0, + "input_tokens": 17036, + "cached_input_tokens": 12032, + "output_tokens": 394, + "total_tokens": 17430, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10584.64, + "sql_execution_elapsed_ms_total": 1.96, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_20ea018913ab3e0a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2454f306ba33c423/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2454f306ba33c423/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1a33cc95499394a3813854c5f23128867736dff7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2454f306ba33c423/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "c4", + "started_at": "2026-05-19T15:53:34.007439+00:00", + "ended_at": "2026-05-19T15:53:41.580113+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c4_2454f306ba33c423", + "problem_id": "v2p_c4_8fbf22994e057fe3", + "dataset_id": "c4", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_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 Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=class.", + "bindings": { + "group_col": "class", + "predicate_col": "bkona", + "predicate_op": "=", + "predicate_value": "f", + "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": 0.0, + "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", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=110" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "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_a/c4/artifacts/v2q_c4_2454f306ba33c423/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2454f306ba33c423/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c9527b1e8a5d28712c2b22ac28ae44829e69a8c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2454f306ba33c423/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:53:37.474774+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": 3464.83, "started_at": "2026-05-19T15:53:34.008837+00:00", "ended_at": "2026-05-19T15:53:37.473691+00:00", "prompt_metrics": {"chars": 15412, "bytes_utf8": 15412, "lines": 542, "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\":\"019e40f1-4543-7c30-a5ef-f46957a1fb13\"}\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": "2026-05-19T15:53:41.580026+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": 3102.59, "started_at": "2026-05-19T15:53:38.476509+00:00", "ended_at": "2026-05-19T15:53:41.579129+00:00", "prompt_metrics": {"chars": 15412, "bytes_utf8": 15412, "lines": 542, "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\":\"019e40f1-56bb-7352-b74a-2783032625cd\"}\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_a/c4/artifacts/v2q_c4_25b08f3c67adbbb0/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_25b08f3c67adbbb0/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b42f7ded1f8a72c7a99406e72f091ad82f6bd38d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_25b08f3c67adbbb0/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15342, "bytes_utf8": 15342, "lines": 540, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": 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"input_tokens": 17020, + "cached_input_tokens": 12032, + "output_tokens": 350, + "total_tokens": 17370, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11542.42, + "sql_execution_elapsed_ms_total": 2.5, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_25b08f3c67adbbb0/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_25b08f3c67adbbb0/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_25b08f3c67adbbb0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d80712a32838d549eae01f1b87a1ef5d68fd167f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_25b08f3c67adbbb0/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": "2026-05-19T15:29:30.557449+00:00", + "ended_at": "2026-05-19T15:29:42.099913+00:00", + "elapsed_ms": 11542.42, + "prompt_metrics": { + "chars": 15342, + "bytes_utf8": 15342, + "lines": 540, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 790, + "bytes_utf8": 790, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 435, + "bytes_utf8": 435, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17020, + "cached_input_tokens": 12032, + "output_tokens": 350, + "reasoning_output_tokens": 230 + } + }, + "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_a/c4/artifacts/v2q_c4_25b08f3c67adbbb0/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_25b08f3c67adbbb0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bfc031af986b0cb1e3c9c50e2db2faed910b8855 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_25b08f3c67adbbb0/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,540 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c4", + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=bkspr.", + "planned_template_id": "tpl_clickbench_group_distinct_topk", + "bindings": { + "group_col": "bkspr", + "entity_col": "bkspr", + "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": 0.0, + "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}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_25b08f3c67adbbb0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_25b08f3c67adbbb0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..885ed9024e565e82664f371ac9da8cc5c92c250a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_25b08f3c67adbbb0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40db-3ec5-77d0-9aa5-3c7512c96e06"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"bkspr\\\", COUNT(DISTINCT \\\"bkspr\\\") AS distinct_entities\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bkspr\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 19;\",\"notes\":\"Applied the provided template with group_col=\\\"bkspr\\\", entity_col=\\\"bkspr\\\", and top_k=19. Because the grouped column and distinct-count column are the same, each non-NULL group will typically have distinct_entities = 1.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17020,"cached_input_tokens":12032,"output_tokens":350,"reasoning_output_tokens":230}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_25b08f3c67adbbb0/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_25b08f3c67adbbb0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d95854196742b4f72d24b33949c728739349a122 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_25b08f3c67adbbb0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"bkspr\", COUNT(DISTINCT \"bkspr\") AS distinct_entities\nFROM \"c4\"\nGROUP BY \"bkspr\"\nORDER BY distinct_entities DESC\nLIMIT 19;","notes":"Applied the provided template with group_col=\"bkspr\", entity_col=\"bkspr\", and top_k=19. Because the grouped column and distinct-count column are the same, each non-NULL group will typically have distinct_entities = 1."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_25b08f3c67adbbb0/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_25b08f3c67adbbb0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_27c19e48af594200/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_27c19e48af594200/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1b3e04884f29a88977ab62c3afd87a015f8b370f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_27c19e48af594200/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "c4", + "started_at": "2026-05-19T15:53:07.797939+00:00", + "ended_at": "2026-05-19T15:53:14.490918+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c4_27c19e48af594200", + "problem_id": "v2p_c4_5b10bd4e6923bdcc", + "dataset_id": "c4", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_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 Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=wtoeg.", + "bindings": { + "group_col": "wtoeg", + "predicate_col": "wtoeg", + "predicate_op": "=", + "predicate_value": "t", + "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": 0.0, + "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", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=109" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "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_a/c4/artifacts/v2q_c4_27c19e48af594200/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_27c19e48af594200/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b9f62829c386d4a565675e967d02cd9805d915de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_27c19e48af594200/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:53:10.678041+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": 2877.55, "started_at": "2026-05-19T15:53:07.799465+00:00", "ended_at": "2026-05-19T15:53:10.677038+00:00", "prompt_metrics": {"chars": 15410, "bytes_utf8": 15410, "lines": 542, "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-ded2-74e0-81b4-cab24eed5039\"}\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": "2026-05-19T15:53:14.490832+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": 2810.2, "started_at": "2026-05-19T15:53:11.679910+00:00", "ended_at": "2026-05-19T15:53:14.490148+00:00", "prompt_metrics": {"chars": 15410, "bytes_utf8": 15410, "lines": 542, "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-ee22-75b2-ba7a-16669cfd8a9c\"}\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_a/c4/artifacts/v2q_c4_2b475970b239858e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2b475970b239858e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ee6ce373a030c4501fef5ade5cc4d0297f704e35 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2b475970b239858e/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "c4", + "started_at": "2026-05-19T15:54:16.940819+00:00", + "ended_at": "2026-05-19T15:54:24.547496+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c4_2b475970b239858e", + "problem_id": "v2p_c4_45d0eb0d60f5138a", + "dataset_id": "c4", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_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 Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=bkon8.", + "bindings": { + "group_col": "bkon8", + "predicate_col": "bkon8", + "predicate_op": "=", + "predicate_value": "t", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "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", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=113" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "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_a/c4/artifacts/v2q_c4_2b475970b239858e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2b475970b239858e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..45acc1f185fda32b14c0c200de6da417c0854ca5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2b475970b239858e/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:54:20.211128+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": 3268.12, "started_at": "2026-05-19T15:54:16.942236+00:00", "ended_at": "2026-05-19T15:54:20.210382+00:00", "prompt_metrics": {"chars": 15410, "bytes_utf8": 15410, "lines": 542, "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-ecfb-7e72-867f-6cb7d6e97544\"}\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": "2026-05-19T15:54:24.547400+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": 3333.14, "started_at": "2026-05-19T15:54:21.213406+00:00", "ended_at": "2026-05-19T15:54:24.546596+00:00", "prompt_metrics": {"chars": 15410, "bytes_utf8": 15410, "lines": 542, "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-fdb0-7e43-a940-d8eb1be9d944\"}\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_a/c4/artifacts/v2q_c4_2d2dbc013a721560/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2d2dbc013a721560/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..522f7934987537f42dec7a71686cc2d794a3b234 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2d2dbc013a721560/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=bknwy, group_col_2=rimmx. +Result preview: [{"bknwy": "f", "rimmx": "f", "row_count": 1858}, {"bknwy": "f", "rimmx": "t", "row_count": 281}, {"bknwy": "t", "rimmx": "f", "row_count": 56}, {"bknwy": "t", "rimmx": "t", "row_count": 1}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2d2dbc013a721560/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2d2dbc013a721560/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4709bf649a36efbd6283cac68bdf37364f99e1e1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2d2dbc013a721560/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: c4 +-- 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_c4_2d2dbc013a721560 +-- problem_id: v2p_c4_1b1373d87f9c0240 +-- realization_mode: agent +-- source_kind: agent +SELECT "bknwy", "rimmx", COUNT(*) AS row_count +FROM "c4" +WHERE "r2ar8" = 't' +GROUP BY "bknwy", "rimmx" +ORDER BY row_count DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2d2dbc013a721560/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2d2dbc013a721560/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e098d8749b577042c2254055c6ab41bc4a3cab76 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2d2dbc013a721560/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 \"bknwy\", \"rimmx\", COUNT(*) AS row_count\nFROM \"c4\"\nWHERE \"r2ar8\" = 't'\nGROUP BY \"bknwy\", \"rimmx\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"bknwy\\\", \\\"rimmx\\\", COUNT(*) AS row_count\\nFROM \\\"c4\\\"\\nWHERE \\\"r2ar8\\\" = 't'\\nGROUP BY \\\"bknwy\\\", \\\"rimmx\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"bknwy\", \"rimmx\", \"row_count\"], \"rows\": [{\"bknwy\": \"f\", \"rimmx\": \"f\", \"row_count\": 1858}, {\"bknwy\": \"f\", \"rimmx\": \"t\", \"row_count\": 281}, {\"bknwy\": \"t\", \"rimmx\": \"f\", \"row_count\": 56}, {\"bknwy\": \"t\", \"rimmx\": \"t\", \"row_count\": 1}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.17}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2d2dbc013a721560/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2d2dbc013a721560/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ef1e19dcf9bbcd94d2d119c2fda62e6291aa897c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2d2dbc013a721560/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "c4", + "started_at": "2026-05-19T15:38:50.628847+00:00", + "ended_at": "2026-05-19T15:39:03.170458+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c4_2d2dbc013a721560", + "problem_id": "v2p_c4_1b1373d87f9c0240", + "dataset_id": "c4", + "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=bknwy, group_col_2=rimmx.", + "bindings": { + "group_col": "bknwy", + "group_col_2": "rimmx", + "predicate_col": "r2ar8", + "predicate_op": "=", + "predicate_value": "t", + "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": 0.0, + "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_a/c4/sql/v2q_c4_2d2dbc013a721560.sql", + "usage_summary": { + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_2d2dbc013a721560", + "api_calls": 0, + "input_tokens": 17089, + "cached_input_tokens": 12032, + "output_tokens": 351, + "total_tokens": 17440, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12533.47, + "sql_execution_elapsed_ms_total": 2.17, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2d2dbc013a721560/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2d2dbc013a721560/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2d2dbc013a721560/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f0b961af885b3aea3da92ab263d82e3381955426 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2d2dbc013a721560/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:39:03.166512+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": 12533.47, "started_at": "2026-05-19T15:38:50.631964+00:00", "ended_at": "2026-05-19T15:39:03.165479+00:00", "prompt_metrics": {"chars": 15529, "bytes_utf8": 15529, "lines": 544, "estimated_tokens": null}, "response_metrics": {"chars": 355, "bytes_utf8": 355, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17089, "cached_input_tokens": 12032, "output_tokens": 351, "reasoning_output_tokens": 231}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"bknwy\\\", \\\"rimmx\\\", COUNT(*) AS row_count\\nFROM \\\"c4\\\"\\nWHERE \\\"r2ar8\\\" = 't'\\nGROUP BY \\\"bknwy\\\", \\\"rimmx\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided filtered two-dimensional group count template with group_col=\\\"bknwy\\\", group_col_2=\\\"rimmx\\\", and predicate \\\"r2ar8\\\" = 't'.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2d2dbc013a721560/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2d2dbc013a721560/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..86de07a9f34b942d2067b67f946490bf2a4cf03d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2d2dbc013a721560/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_2d2dbc013a721560", + "api_calls": 0, + "input_tokens": 17089, + "cached_input_tokens": 12032, + "output_tokens": 351, + "total_tokens": 17440, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12533.47, + "sql_execution_elapsed_ms_total": 2.17, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2d2dbc013a721560/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2fcfad68fb6a892f/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2fcfad68fb6a892f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..444cf6df19b4665a75e216f5dfbc19d0404cf6d5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2fcfad68fb6a892f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=bkon8, group_col_2=thrsk, target_col=class. +Result preview: [{"bkon8": "t", "thrsk": "f", "target_rate": 0.7083333333333334}, {"bkon8": "f", "thrsk": "f", "target_rate": 0.47278911564625853}, {"bkon8": "f", "thrsk": "t", "target_rate": 0.38235294117647056}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2fcfad68fb6a892f/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2fcfad68fb6a892f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..05d7f35651f2a4204f00714dde35bed61749a263 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2fcfad68fb6a892f/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: c4 +-- 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_c2_two_dim_target_rate +-- query_record_id: v2q_c4_2fcfad68fb6a892f +-- problem_id: v2p_c4_f01d3f709a5e6be7 +-- realization_mode: agent +-- source_kind: agent +SELECT "bkon8", "thrsk", + AVG(CASE WHEN "class" = 'nowin' THEN 1 ELSE 0 END) AS target_rate +FROM "c4" +GROUP BY "bkon8", "thrsk" +ORDER BY target_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2fcfad68fb6a892f/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2fcfad68fb6a892f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c0db4012bc538468f8ae659cb3f7ca3db8a60741 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2fcfad68fb6a892f/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_two_dim_target_rate.\nSELECT \"bkon8\", \"thrsk\",\n AVG(CASE WHEN \"class\" = 'nowin' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c4\"\nGROUP BY \"bkon8\", \"thrsk\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate.\\nSELECT \\\"bkon8\\\", \\\"thrsk\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'nowin' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bkon8\\\", \\\"thrsk\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"bkon8\", \"thrsk\", \"target_rate\"], \"rows\": [{\"bkon8\": \"t\", \"thrsk\": \"f\", \"target_rate\": 0.7083333333333334}, {\"bkon8\": \"f\", \"thrsk\": \"f\", \"target_rate\": 0.47278911564625853}, {\"bkon8\": \"f\", \"thrsk\": \"t\", \"target_rate\": 0.38235294117647056}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.16}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2fcfad68fb6a892f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2fcfad68fb6a892f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4fdbb0a8d8c43cf095436a44d2a4debec9af03d8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2fcfad68fb6a892f/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "c4", + "started_at": "2026-05-19T15:49:25.077266+00:00", + "ended_at": "2026-05-19T15:49:36.602640+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c4_2fcfad68fb6a892f", + "problem_id": "v2p_c4_f01d3f709a5e6be7", + "dataset_id": "c4", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "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 Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=bkon8, group_col_2=thrsk, target_col=class.", + "bindings": { + "group_col": "bkon8", + "group_col_2": "thrsk", + "target_col": "class", + "target_value": "nowin", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "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", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=97" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/sql/v2q_c4_2fcfad68fb6a892f.sql", + "usage_summary": { + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_2fcfad68fb6a892f", + "api_calls": 0, + "input_tokens": 17096, + "cached_input_tokens": 15744, + "output_tokens": 427, + "total_tokens": 17523, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11519.93, + "sql_execution_elapsed_ms_total": 2.16, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2fcfad68fb6a892f/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2fcfad68fb6a892f/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2fcfad68fb6a892f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b60692aa1d9bc0fce86416b0d3fc1f380f0af0a3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2fcfad68fb6a892f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:49:36.599201+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": 11519.93, "started_at": "2026-05-19T15:49:25.078484+00:00", "ended_at": "2026-05-19T15:49:36.598438+00:00", "prompt_metrics": {"chars": 15522, "bytes_utf8": 15522, "lines": 543, "estimated_tokens": null}, "response_metrics": {"chars": 420, "bytes_utf8": 420, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17096, "cached_input_tokens": 15744, "output_tokens": 427, "reasoning_output_tokens": 299}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate.\\nSELECT \\\"bkon8\\\", \\\"thrsk\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'nowin' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bkon8\\\", \\\"thrsk\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Computes the within-group proportion of rows where \\\"class\\\" = 'nowin' for each (\\\"bkon8\\\", \\\"thrsk\\\") combination, following the specified Two-Axis Target Rate Surface template.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2fcfad68fb6a892f/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2fcfad68fb6a892f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f79f11936a45ad4e453a964cc78a18a2d9c1857f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2fcfad68fb6a892f/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_2fcfad68fb6a892f", + "api_calls": 0, + "input_tokens": 17096, + "cached_input_tokens": 15744, + "output_tokens": 427, + "total_tokens": 17523, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11519.93, + "sql_execution_elapsed_ms_total": 2.16, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2fcfad68fb6a892f/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_327823a41312d687/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_327823a41312d687/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a147e9283d976fc16dced2da202dce49e662a2a1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_327823a41312d687/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15562, "bytes_utf8": 15562, "lines": 541, "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": 514, "bytes_utf8": 514, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17108, "cached_input_tokens": 15744, "output_tokens": 540, "reasoning_output_tokens": 379}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_327823a41312d687/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_327823a41312d687/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1a36229eafd40a8aee5df65d163b2880cfdc5bef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_327823a41312d687/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": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_327823a41312d687", + "api_calls": 0, + "input_tokens": 17108, + "cached_input_tokens": 15744, + "output_tokens": 540, + "total_tokens": 17648, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12215.17, + "sql_execution_elapsed_ms_total": 3.08, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_327823a41312d687/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_327823a41312d687/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_327823a41312d687/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d3a93fdb228385cd5b09b24c0f6054e7a8e57bdc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_327823a41312d687/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:47:09.703907+00:00", + "ended_at": "2026-05-19T15:47:21.919126+00:00", + "elapsed_ms": 12215.17, + "prompt_metrics": { + "chars": 15562, + "bytes_utf8": 15562, + "lines": 541, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 893, + "bytes_utf8": 893, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 514, + "bytes_utf8": 514, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17108, + "cached_input_tokens": 15744, + "output_tokens": 540, + "reasoning_output_tokens": 379 + } + }, + "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_a/c4/artifacts/v2q_c4_327823a41312d687/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_327823a41312d687/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..640748141adc20730a1074ec076223f57d1c8d2a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_327823a41312d687/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,541 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c4", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=qxmsq, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "qxmsq", + "target_col": "class", + "target_value": "won", + "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": 0.0, + "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,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_327823a41312d687/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_327823a41312d687/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..68ce0c546d6d044416dde805e637fdca1cb842f3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_327823a41312d687/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40eb-689d-7632-ad70-6a7987a13920"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"qxmsq\\\",\\n COUNT(*) AS \\\"support\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'won' THEN 1 ELSE 0 END) AS \\\"focus_rate\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"qxmsq\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY \\\"focus_rate\\\" DESC, \\\"support\\\" ASC\\nLIMIT 10;\",\"notes\":\"Uses the planned Tail Target-Rate Extremes template on \\\"c4\\\", grouping by \\\"qxmsq\\\" and computing the rate of rows where \\\"class\\\" = 'won' for groups with support at least 5, returning the top 10 groups.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17108,"cached_input_tokens":15744,"output_tokens":540,"reasoning_output_tokens":379}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_327823a41312d687/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_327823a41312d687/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..66d25f50acf45d35115df5f5b0b3a29f8aaefb54 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_327823a41312d687/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"qxmsq\",\n COUNT(*) AS \"support\",\n AVG(CASE WHEN \"class\" = 'won' THEN 1 ELSE 0 END) AS \"focus_rate\"\nFROM \"c4\"\nGROUP BY \"qxmsq\"\nHAVING COUNT(*) >= 5\nORDER BY \"focus_rate\" DESC, \"support\" ASC\nLIMIT 10;","notes":"Uses the planned Tail Target-Rate Extremes template on \"c4\", grouping by \"qxmsq\" and computing the rate of rows where \"class\" = 'won' for groups with support at least 5, returning the top 10 groups."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_327823a41312d687/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_327823a41312d687/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_33612ef77012640f/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_33612ef77012640f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..67133f249895c184fff9ebc5279b933ff21b21c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_33612ef77012640f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=bkon8, group_col_2=wknck, target_col=class. +Result preview: [{"bkon8": "f", "wknck": "f", "target_rate": 0.6738107684265552}, {"bkon8": "t", "wknck": "f", "target_rate": 0.4225352112676056}, {"bkon8": "f", "wknck": "t", "target_rate": 0.29664660361135}, {"bkon8": "t", "wknck": "t", "target_rate": 0.10204081632653061}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_33612ef77012640f/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_33612ef77012640f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9d1e1d4601f9aae9e0b24b37267396400d54896d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_33612ef77012640f/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: c4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c4_33612ef77012640f +-- problem_id: v2p_c4_acfa2f98063256d4 +-- realization_mode: agent +-- source_kind: agent +SELECT "bkon8", "wknck", + AVG(CASE WHEN "class" = 'won' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c4" +GROUP BY "bkon8", "wknck" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_33612ef77012640f/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_33612ef77012640f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e48114f5b8ae6f3730339b3dd4c1dc0c645d6753 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_33612ef77012640f/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_two_dim_target_rate\nSELECT \"bkon8\", \"wknck\",\n AVG(CASE WHEN \"class\" = 'won' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c4\"\nGROUP BY \"bkon8\", \"wknck\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bkon8\\\", \\\"wknck\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'won' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bkon8\\\", \\\"wknck\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"bkon8\", \"wknck\", \"target_rate\"], \"rows\": [{\"bkon8\": \"f\", \"wknck\": \"f\", \"target_rate\": 0.6738107684265552}, {\"bkon8\": \"t\", \"wknck\": \"f\", \"target_rate\": 0.4225352112676056}, {\"bkon8\": \"f\", \"wknck\": \"t\", \"target_rate\": 0.29664660361135}, {\"bkon8\": \"t\", \"wknck\": \"t\", \"target_rate\": 0.10204081632653061}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.14}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_33612ef77012640f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_33612ef77012640f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1f5cbcf6cc1f2dc0ff02712fc58a61a9d6a2b2a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_33612ef77012640f/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "c4", + "started_at": "2026-05-19T15:50:31.534870+00:00", + "ended_at": "2026-05-19T15:50:52.435691+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c4_33612ef77012640f", + "problem_id": "v2p_c4_acfa2f98063256d4", + "dataset_id": "c4", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "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 Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=bkon8, group_col_2=wknck, target_col=class.", + "bindings": { + "group_col": "bkon8", + "group_col_2": "wknck", + "target_col": "class", + "target_value": "won", + "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": 0.0, + "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", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=100" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "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_a/c4/sql/v2q_c4_33612ef77012640f.sql", + "usage_summary": { + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_33612ef77012640f", + "api_calls": 0, + "input_tokens": 17095, + "cached_input_tokens": 15744, + "output_tokens": 1116, + "total_tokens": 18211, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20894.99, + "sql_execution_elapsed_ms_total": 2.14, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_33612ef77012640f/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_33612ef77012640f/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_33612ef77012640f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..641e7eca09933f06ffee321427a36a13e971aadc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_33612ef77012640f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:50:52.432269+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": 20894.99, "started_at": "2026-05-19T15:50:31.536425+00:00", "ended_at": "2026-05-19T15:50:52.431438+00:00", "prompt_metrics": {"chars": 15523, "bytes_utf8": 15523, "lines": 543, "estimated_tokens": null}, "response_metrics": {"chars": 418, "bytes_utf8": 418, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17095, "cached_input_tokens": 15744, "output_tokens": 1116, "reasoning_output_tokens": 984}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bkon8\\\", \\\"wknck\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'won' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bkon8\\\", \\\"wknck\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Filled the planned Two-Axis Target Rate Surface template with \\\"bkon8\\\" and \\\"wknck\\\" as the two grouping dimensions and computed the rate of rows where \\\"class\\\" = 'won'.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_33612ef77012640f/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_33612ef77012640f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2295d7344a226bbcdbc279874ec6d45c8c401032 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_33612ef77012640f/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_33612ef77012640f", + "api_calls": 0, + "input_tokens": 17095, + "cached_input_tokens": 15744, + "output_tokens": 1116, + "total_tokens": 18211, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20894.99, + "sql_execution_elapsed_ms_total": 2.14, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_33612ef77012640f/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_33a04e2d6930c092/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_33a04e2d6930c092/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0f3bb498edd2d341f4bd522771d9b8642abf4bff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_33a04e2d6930c092/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "f", "support": 2026, "support_share": 0.6339173967459324, "support_rank": 1}, {"value_label": "t", "support": 1170, "support_share": 0.3660826032540676, "support_rank": 2}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_33a04e2d6930c092/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_33a04e2d6930c092/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0ada56efe5da88513c511674fed955160369e790 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_33a04e2d6930c092/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: c4 +-- 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_c4_33a04e2d6930c092 +-- problem_id: v2p_c4_6a0163d81d3bf29d +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "bkxcr" AS value_label, COUNT(*) AS support + FROM "c4" + GROUP BY "bkxcr" +) +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_a/c4/artifacts/v2q_c4_33a04e2d6930c092/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_33a04e2d6930c092/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2fdc84c24d24b83e11bac003bf7954441a82e9fe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_33a04e2d6930c092/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_a\n-- sql_source_dataset_id: c4\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_c4_33a04e2d6930c092\n-- problem_id: v2p_c4_6a0163d81d3bf29d\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"bkxcr\" AS value_label, COUNT(*) AS support\n FROM \"c4\"\n GROUP BY \"bkxcr\"\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_a\\n-- sql_source_dataset_id: c4\\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_c4_33a04e2d6930c092\\n-- problem_id: v2p_c4_6a0163d81d3bf29d\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"bkxcr\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c4\\\"\\n GROUP BY \\\"bkxcr\\\"\\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\": \"f\", \"support\": 2026, \"support_share\": 0.6339173967459324, \"support_rank\": 1}, {\"value_label\": \"t\", \"support\": 1170, \"support_share\": 0.3660826032540676, \"support_rank\": 2}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.07}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_33a04e2d6930c092/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_33a04e2d6930c092/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9cc69bed6349e23518fe7d3e68f9ec864384f6ce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_33a04e2d6930c092/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "c4", + "started_at": "2026-05-19T15:58:50.494726+00:00", + "ended_at": "2026-05-19T15:58:50.496447+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c4_33a04e2d6930c092", + "problem_id": "v2p_c4_6a0163d81d3bf29d", + "dataset_id": "c4", + "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=bkxcr.", + "bindings": { + "group_col": "bkxcr" + }, + "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=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_a/c4/sql/v2q_c4_33a04e2d6930c092.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_a/c4/artifacts/v2q_c4_33a04e2d6930c092/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_33a04e2d6930c092/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_33a04e2d6930c092/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_a/c4/artifacts/v2q_c4_342dbfb9ec779fcb/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_342dbfb9ec779fcb/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a098246639b206fcffcf41dcb1a89386e3759550 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_342dbfb9ec779fcb/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15562, "bytes_utf8": 15562, "lines": 541, "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": 446, "bytes_utf8": 446, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17106, "cached_input_tokens": 15744, "output_tokens": 291, "reasoning_output_tokens": 153}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_342dbfb9ec779fcb/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_342dbfb9ec779fcb/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f867d4be40d8cd6ab8d6ff696e0f754b3bf94651 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_342dbfb9ec779fcb/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": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_342dbfb9ec779fcb", + "api_calls": 0, + "input_tokens": 17106, + "cached_input_tokens": 15744, + "output_tokens": 291, + "total_tokens": 17397, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18045.34, + "sql_execution_elapsed_ms_total": 3.66, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_342dbfb9ec779fcb/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_342dbfb9ec779fcb/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_342dbfb9ec779fcb/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0104f6bc3c9388d2c3dd449bf22d4c74419c3c0b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_342dbfb9ec779fcb/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": "2026-05-19T15:44:33.320336+00:00", + "ended_at": "2026-05-19T15:44:51.365719+00:00", + "elapsed_ms": 18045.34, + "prompt_metrics": { + "chars": 15562, + "bytes_utf8": 15562, + "lines": 541, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1804, + "bytes_utf8": 1804, + "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": 446, + "bytes_utf8": 446, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17106, + "cached_input_tokens": 15744, + "output_tokens": 291, + "reasoning_output_tokens": 153 + } + }, + "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_a/c4/artifacts/v2q_c4_342dbfb9ec779fcb/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_342dbfb9ec779fcb/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6374d7fc15d6eb8691bf44b24915b6564b22ccc8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_342dbfb9ec779fcb/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,541 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c4", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=cntxt, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "cntxt", + "target_col": "class", + "target_value": "won", + "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": 0.0, + "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,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_342dbfb9ec779fcb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_342dbfb9ec779fcb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bd3107b2edc9e1c6336f6e3078bc63b4c096aece --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_342dbfb9ec779fcb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,7 @@ +{"type":"thread.started","thread_id":"019e40e9-052e-71f3-8213-2df0ab08f799"} +{"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 1986520, Requested 17741. Please try again in 127ms. 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 1992686, Requested 17741. Please try again in 312ms. 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 17741. Please try again in 532ms. 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_tail_target_rate_extremes_v2\\nSELECT\\n \\\"cntxt\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'won' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c4\\\"\\nGROUP BY \\\"cntxt\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 14;\",\"notes\":\"Applied the provided Tail Target-Rate Extremes template with group_col=\\\"cntxt\\\", target_col=\\\"class\\\", target_value='won', min_support=5, and top_k=14.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17106,"cached_input_tokens":15744,"output_tokens":291,"reasoning_output_tokens":153}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_342dbfb9ec779fcb/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_342dbfb9ec779fcb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cccabcd1d2f4a8fbff77dedc5eccc165aa8d1bec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_342dbfb9ec779fcb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"cntxt\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'won' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c4\"\nGROUP BY \"cntxt\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 14;","notes":"Applied the provided Tail Target-Rate Extremes template with group_col=\"cntxt\", target_col=\"class\", target_value='won', min_support=5, and top_k=14."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_342dbfb9ec779fcb/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_342dbfb9ec779fcb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_37490b5c1b5fbb35/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_37490b5c1b5fbb35/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..feb6712d3d3af6f36ee8331b030f41b59f4aaf37 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_37490b5c1b5fbb35/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15528, "bytes_utf8": 15528, "lines": 544, "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": 375, "bytes_utf8": 375, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17089, "cached_input_tokens": 12032, "output_tokens": 501, "reasoning_output_tokens": 377}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_37490b5c1b5fbb35/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_37490b5c1b5fbb35/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..eaf2a8180e2418042d6911cc155f8c949830988e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_37490b5c1b5fbb35/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": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_37490b5c1b5fbb35", + "api_calls": 0, + "input_tokens": 17089, + "cached_input_tokens": 12032, + "output_tokens": 501, + "total_tokens": 17590, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10867.26, + "sql_execution_elapsed_ms_total": 3.28, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_37490b5c1b5fbb35/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_37490b5c1b5fbb35/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_37490b5c1b5fbb35/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e9b3f557f59e0cd56bddc24cd115a0cd5848b436 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_37490b5c1b5fbb35/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:38:14.309624+00:00", + "ended_at": "2026-05-19T15:38:25.176916+00:00", + "elapsed_ms": 10867.26, + "prompt_metrics": { + "chars": 15528, + "bytes_utf8": 15528, + "lines": 544, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 738, + "bytes_utf8": 738, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 375, + "bytes_utf8": 375, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17089, + "cached_input_tokens": 12032, + "output_tokens": 501, + "reasoning_output_tokens": 377 + } + }, + "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_a/c4/artifacts/v2q_c4_37490b5c1b5fbb35/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_37490b5c1b5fbb35/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5f82d7bebd81b2b1a2edf086cf01cb33b036f56d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_37490b5c1b5fbb35/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,544 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c4", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=bknwy, group_col_2=r2ar8.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "bknwy", + "group_col_2": "r2ar8", + "predicate_col": "katri", + "predicate_op": "=", + "predicate_value": "n", + "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": 0.0, + "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}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_37490b5c1b5fbb35/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_37490b5c1b5fbb35/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c2e4d823156034fda6d7db954c92473ae7adaebe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_37490b5c1b5fbb35/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e3-3ca2-7681-92fd-4413c4a91002"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"bknwy\\\", \\\"r2ar8\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c4\\\"\\nWHERE \\\"katri\\\" = 'n'\\nGROUP BY \\\"bknwy\\\", \\\"r2ar8\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Filled the provided filtered two-dimensional group count template using group_col=bknwy, group_col_2=r2ar8, and predicate katri='n' on the single table c4.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17089,"cached_input_tokens":12032,"output_tokens":501,"reasoning_output_tokens":377}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_37490b5c1b5fbb35/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_37490b5c1b5fbb35/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..de17f6e05701af072302c4a4e42e0feeb7276ee3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_37490b5c1b5fbb35/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"bknwy\", \"r2ar8\", COUNT(*) AS \"row_count\"\nFROM \"c4\"\nWHERE \"katri\" = 'n'\nGROUP BY \"bknwy\", \"r2ar8\"\nORDER BY \"row_count\" DESC;","notes":"Filled the provided filtered two-dimensional group count template using group_col=bknwy, group_col_2=r2ar8, and predicate katri='n' on the single table c4."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_37490b5c1b5fbb35/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_37490b5c1b5fbb35/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_38cf9fd53f2f2094/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_38cf9fd53f2f2094/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c0365119265323baa33afd935c17e73ea30738aa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_38cf9fd53f2f2094/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=bkona, condition_col=bkona. +Result preview: [{"bkona": "t", "condition_ratio": 0.0}, {"bkona": "f", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_38cf9fd53f2f2094/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_38cf9fd53f2f2094/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c39f30e3093a1155cfaa64efb576d90fc6cc15b4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_38cf9fd53f2f2094/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: c4 +-- 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_c4_38cf9fd53f2f2094 +-- problem_id: v2p_c4_10cbdca29f7f1a62 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "bkona", + SUM(CASE WHEN "bkona" = 'f' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "bkona" = 't' THEN 1 ELSE 0 END) AS denominator_count + FROM "c4" + GROUP BY "bkona" +) +SELECT "bkona", + 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_a/c4/artifacts/v2q_c4_38cf9fd53f2f2094/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_38cf9fd53f2f2094/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d65ec6b67d9f1ccb62f689f3620120c588bba3da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_38cf9fd53f2f2094/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 \"bkona\",\n SUM(CASE WHEN \"bkona\" = 'f' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"bkona\" = 't' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c4\"\n GROUP BY \"bkona\"\n)\nSELECT \"bkona\",\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 \\\"bkona\\\",\\n SUM(CASE WHEN \\\"bkona\\\" = 'f' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"bkona\\\" = 't' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c4\\\"\\n GROUP BY \\\"bkona\\\"\\n)\\nSELECT \\\"bkona\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"bkona\", \"condition_ratio\"], \"rows\": [{\"bkona\": \"t\", \"condition_ratio\": 0.0}, {\"bkona\": \"f\", \"condition_ratio\": null}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.41}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_38cf9fd53f2f2094/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_38cf9fd53f2f2094/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..be37e9c6b0433e4fad918454bc22ecc1fdd5d32e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_38cf9fd53f2f2094/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "c4", + "started_at": "2026-05-19T15:36:36.037782+00:00", + "ended_at": "2026-05-19T15:36:49.163522+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c4_38cf9fd53f2f2094", + "problem_id": "v2p_c4_10cbdca29f7f1a62", + "dataset_id": "c4", + "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=bkona, condition_col=bkona.", + "bindings": { + "group_col": "bkona", + "condition_col": "bkona", + "condition_value": "f", + "positive_value": "f", + "negative_value": "t", + "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": 0.0, + "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_a/c4/sql/v2q_c4_38cf9fd53f2f2094.sql", + "usage_summary": { + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_38cf9fd53f2f2094", + "api_calls": 0, + "input_tokens": 17200, + "cached_input_tokens": 12032, + "output_tokens": 728, + "total_tokens": 17928, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13119.09, + "sql_execution_elapsed_ms_total": 2.41, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_38cf9fd53f2f2094/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_38cf9fd53f2f2094/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_38cf9fd53f2f2094/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d22638d662f1603822a18c1df558952dfc4a3dfb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_38cf9fd53f2f2094/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:36:49.159096+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": 13119.09, "started_at": "2026-05-19T15:36:36.039038+00:00", "ended_at": "2026-05-19T15:36:49.158160+00:00", "prompt_metrics": {"chars": 16029, "bytes_utf8": 16029, "lines": 543, "estimated_tokens": null}, "response_metrics": {"chars": 766, "bytes_utf8": 766, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17200, "cached_input_tokens": 12032, "output_tokens": 728, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"bkona\\\",\\n SUM(CASE WHEN \\\"bkona\\\" = 'f' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"bkona\\\" = 't' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c4\\\"\\n GROUP BY \\\"bkona\\\"\\n)\\nSELECT \\\"bkona\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the requested template with group_col=\\\"bkona\\\" and condition_col=\\\"bkona\\\" using positive_value='f' and negative_value='t'. Because the grouping and condition columns are the same, the 'f' group will have a NULL ratio due to zero denominator, while the 't' group will evaluate to 0.0.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_38cf9fd53f2f2094/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_38cf9fd53f2f2094/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0bd8cef4e334decce1c90bc70c571dc5c0e999d6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_38cf9fd53f2f2094/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_38cf9fd53f2f2094", + "api_calls": 0, + "input_tokens": 17200, + "cached_input_tokens": 12032, + "output_tokens": 728, + "total_tokens": 17928, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13119.09, + "sql_execution_elapsed_ms_total": 2.41, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_38cf9fd53f2f2094/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_38dd145d60886da5/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_38dd145d60886da5/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..815b976e3894f627936e3ee8afe35d8b019dfc8b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_38dd145d60886da5/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15410, "bytes_utf8": 15410, "lines": 542, "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": 413, "bytes_utf8": 413, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17041, "cached_input_tokens": 15744, "output_tokens": 373, "reasoning_output_tokens": 258}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_38dd145d60886da5/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_38dd145d60886da5/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1defdb487bae8f65f84ada22e5500b47f0551de0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_38dd145d60886da5/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": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_38dd145d60886da5", + "api_calls": 0, + "input_tokens": 17041, + "cached_input_tokens": 15744, + "output_tokens": 373, + "total_tokens": 17414, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9927.81, + "sql_execution_elapsed_ms_total": 0.74, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_38dd145d60886da5/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_38dd145d60886da5/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_38dd145d60886da5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..14e1735b170049b901177a5d4acdfb1a630ac1f4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_38dd145d60886da5/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:53:41.581870+00:00", + "ended_at": "2026-05-19T15:53:51.509704+00:00", + "elapsed_ms": 9927.81, + "prompt_metrics": { + "chars": 15410, + "bytes_utf8": 15410, + "lines": 542, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 769, + "bytes_utf8": 769, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 413, + "bytes_utf8": 413, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17041, + "cached_input_tokens": 15744, + "output_tokens": 373, + "reasoning_output_tokens": 258 + } + }, + "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_a/c4/artifacts/v2q_c4_38dd145d60886da5/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_38dd145d60886da5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..533a88158b88e180e8e2781f25bca13670053964 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_38dd145d60886da5/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,542 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c4", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=bkblk.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "bkblk", + "predicate_col": "bkblk", + "predicate_op": "=", + "predicate_value": "t", + "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": 0.0, + "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}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_38dd145d60886da5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_38dd145d60886da5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a405ee67aee2e69f79ca4013782829601beb21de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_38dd145d60886da5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f1-62ec-75e1-b29e-fdec1a118839"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"bkblk\\\", COUNT(*) AS support\\nFROM \\\"c4\\\"\\nWHERE \\\"bkblk\\\" = 't'\\nGROUP BY \\\"bkblk\\\"\\nORDER BY support DESC\\nLIMIT 11;\",\"notes\":\"Applied the planned Filtered Top-k Group Count template with group_col=\\\"bkblk\\\" and predicate \\\"bkblk\\\" = 't'. Since the filter column and group column are the same, the query will return at most one group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17041,"cached_input_tokens":15744,"output_tokens":373,"reasoning_output_tokens":258}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_38dd145d60886da5/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_38dd145d60886da5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..25272982610ee26c12ebe11dd5143aa1f6cc4639 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_38dd145d60886da5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"bkblk\", COUNT(*) AS support\nFROM \"c4\"\nWHERE \"bkblk\" = 't'\nGROUP BY \"bkblk\"\nORDER BY support DESC\nLIMIT 11;","notes":"Applied the planned Filtered Top-k Group Count template with group_col=\"bkblk\" and predicate \"bkblk\" = 't'. Since the filter column and group column are the same, the query will return at most one group."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_38dd145d60886da5/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_38dd145d60886da5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_39483ff2ad5812ea/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_39483ff2ad5812ea/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6b7a0dd8a7edb26d399ee346fdca9b1466af0c5e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_39483ff2ad5812ea/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "t", "support": 2007, "support_share": 0.6279724655819775, "support_rank": 1}, {"value_label": "f", "support": 1189, "support_share": 0.37202753441802255, "support_rank": 2}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_39483ff2ad5812ea/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_39483ff2ad5812ea/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..70047dfb368bbc52815eb9cc7e0a10f13132cf41 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_39483ff2ad5812ea/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: c4 +-- 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_c4_39483ff2ad5812ea +-- problem_id: v2p_c4_66db06befb48f12e +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "wkovl" AS value_label, COUNT(*) AS support + FROM "c4" + GROUP BY "wkovl" +) +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_a/c4/artifacts/v2q_c4_39483ff2ad5812ea/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_39483ff2ad5812ea/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7a034daeb3240d1066a63071e801b70aa4737c3d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_39483ff2ad5812ea/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_a\n-- sql_source_dataset_id: c4\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_c4_39483ff2ad5812ea\n-- problem_id: v2p_c4_66db06befb48f12e\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"wkovl\" AS value_label, COUNT(*) AS support\n FROM \"c4\"\n GROUP BY \"wkovl\"\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_a\\n-- sql_source_dataset_id: c4\\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_c4_39483ff2ad5812ea\\n-- problem_id: v2p_c4_66db06befb48f12e\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"wkovl\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c4\\\"\\n GROUP BY \\\"wkovl\\\"\\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\": \"t\", \"support\": 2007, \"support_share\": 0.6279724655819775, \"support_rank\": 1}, {\"value_label\": \"f\", \"support\": 1189, \"support_share\": 0.37202753441802255, \"support_rank\": 2}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.14}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_39483ff2ad5812ea/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_39483ff2ad5812ea/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6c3a2535f290ebbe5882aea4c2559e61cb445927 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_39483ff2ad5812ea/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "c4", + "started_at": "2026-05-19T15:58:50.513587+00:00", + "ended_at": "2026-05-19T15:58:50.515376+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c4_39483ff2ad5812ea", + "problem_id": "v2p_c4_66db06befb48f12e", + "dataset_id": "c4", + "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=wkovl.", + "bindings": { + "group_col": "wkovl" + }, + "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=12", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 12, + "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_a/c4/sql/v2q_c4_39483ff2ad5812ea.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_a/c4/artifacts/v2q_c4_39483ff2ad5812ea/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_39483ff2ad5812ea/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_39483ff2ad5812ea/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_a/c4/artifacts/v2q_c4_3b8f4827537c0af7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3b8f4827537c0af7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c675904a0f78c32901adb5f60446e48f8046ff3c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3b8f4827537c0af7/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": "2026-05-19T15:53:22.690443+00:00", + "ended_at": "2026-05-19T15:53:29.687802+00:00", + "elapsed_ms": 6997.32, + "returncode": 1, + "prompt_metrics": { + "chars": 15411, + "bytes_utf8": 15411, + "lines": 542, + "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_a/c4/artifacts/v2q_c4_3b8f4827537c0af7/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3b8f4827537c0af7/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..27881b75312dad728228e66922f1cd34d818a316 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3b8f4827537c0af7/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": "2026-05-19T15:53:30.691458+00:00", + "ended_at": "2026-05-19T15:53:34.006234+00:00", + "elapsed_ms": 3314.73, + "returncode": 1, + "prompt_metrics": { + "chars": 15411, + "bytes_utf8": 15411, + "lines": 542, + "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_a/c4/artifacts/v2q_c4_3b8f4827537c0af7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3b8f4827537c0af7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e15f10761da1180d5bd7d2ad10538dc6cf210aa6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3b8f4827537c0af7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,542 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c4", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=class.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "class", + "predicate_col": "class", + "predicate_op": "=", + "predicate_value": "won", + "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": 0.0, + "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}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3b8f4827537c0af7/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3b8f4827537c0af7/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e15f10761da1180d5bd7d2ad10538dc6cf210aa6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3b8f4827537c0af7/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,542 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c4", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=class.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "class", + "predicate_col": "class", + "predicate_op": "=", + "predicate_value": "won", + "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": 0.0, + "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}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3b8f4827537c0af7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3b8f4827537c0af7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f4303e8e2d48e1cc6583ddc2b179acbcf670a5ba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3b8f4827537c0af7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f1-191e-7be1-bffb-5bffc899de8d"} +{"type":"turn.started"} +{"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_a/c4/artifacts/v2q_c4_3b8f4827537c0af7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3b8f4827537c0af7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a01ab549df936b50f91ddb882fbc3d2cb1188607 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3b8f4827537c0af7/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f1-191e-7be1-bffb-5bffc899de8d"} +{"type":"turn.started"} +{"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_a/c4/artifacts/v2q_c4_3b8f4827537c0af7/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3b8f4827537c0af7/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..462a59775c5ae75eddb1de6543150a2271cf1614 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3b8f4827537c0af7/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f1-3846-7b71-90f9-79650260ff51"} +{"type":"turn.started"} +{"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_a/c4/artifacts/v2q_c4_3b8f4827537c0af7/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3b8f4827537c0af7/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d120d66e897883555196161c0e868114b13cb084 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3b8f4827537c0af7/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f1-3846-7b71-90f9-79650260ff51"} +{"type":"turn.started"} +{"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_a/c4/artifacts/v2q_c4_3b8f4827537c0af7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3b8f4827537c0af7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3b8f4827537c0af7/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3b8f4827537c0af7/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3e9429d97b5e0ad5/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3e9429d97b5e0ad5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8b4d69f795c15ddf9d9d6986e73eece6b16c2779 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3e9429d97b5e0ad5/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "f", "support": 2225, "support_share": 0.6961827284105131, "cumulative_support": 2225}, {"value_label": "t", "support": 971, "support_share": 0.30381727158948685, "cumulative_support": 3196}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3e9429d97b5e0ad5/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3e9429d97b5e0ad5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..faa303136c9986259f73ac281098ff7152d9af8e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3e9429d97b5e0ad5/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: c4 +-- 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_c4_3e9429d97b5e0ad5 +-- problem_id: v2p_c4_07c5de54b6a66fff +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "bxqsq" AS value_label, COUNT(*) AS support + FROM "c4" + GROUP BY "bxqsq" +), 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_a/c4/artifacts/v2q_c4_3e9429d97b5e0ad5/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3e9429d97b5e0ad5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d250b8c019225ac285a8726bb834121f9e0898b3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3e9429d97b5e0ad5/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_a\n-- sql_source_dataset_id: c4\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_c4_3e9429d97b5e0ad5\n-- problem_id: v2p_c4_07c5de54b6a66fff\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"bxqsq\" AS value_label, COUNT(*) AS support\n FROM \"c4\"\n GROUP BY \"bxqsq\"\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_a\\n-- sql_source_dataset_id: c4\\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_c4_3e9429d97b5e0ad5\\n-- problem_id: v2p_c4_07c5de54b6a66fff\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"bxqsq\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c4\\\"\\n GROUP BY \\\"bxqsq\\\"\\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\": \"f\", \"support\": 2225, \"support_share\": 0.6961827284105131, \"cumulative_support\": 2225}, {\"value_label\": \"t\", \"support\": 971, \"support_share\": 0.30381727158948685, \"cumulative_support\": 3196}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.01}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3e9429d97b5e0ad5/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3e9429d97b5e0ad5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..bfdb96861a634618770fe45334ebf47ee16d9aae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3e9429d97b5e0ad5/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "c4", + "started_at": "2026-05-19T15:58:50.470937+00:00", + "ended_at": "2026-05-19T15:58:50.472578+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c4_3e9429d97b5e0ad5", + "problem_id": "v2p_c4_07c5de54b6a66fff", + "dataset_id": "c4", + "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=bxqsq.", + "bindings": { + "group_col": "bxqsq" + }, + "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_a/c4/sql/v2q_c4_3e9429d97b5e0ad5.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_a/c4/artifacts/v2q_c4_3e9429d97b5e0ad5/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3e9429d97b5e0ad5/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3e9429d97b5e0ad5/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_a/c4/artifacts/v2q_c4_3f4a5bf15465b514/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3f4a5bf15465b514/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b717506affe439da01c91b1d433475b8a65abeb6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3f4a5bf15465b514/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=bkon8, group_col_2=wtoeg, target_col=class. +Result preview: [{"bkon8": "t", "wtoeg": "n", "target_rate": 0.7906976744186046}, {"bkon8": "t", "wtoeg": "t", "target_rate": 0.5}, {"bkon8": "f", "wtoeg": "t", "target_rate": 0.4768211920529801}, {"bkon8": "f", "wtoeg": "n", "target_rate": 0.46617837139164153}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3f4a5bf15465b514/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3f4a5bf15465b514/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ea123e09b787c249c4b8e31cb15cd17e5c700234 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3f4a5bf15465b514/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: c4 +-- 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_c2_two_dim_target_rate +-- query_record_id: v2q_c4_3f4a5bf15465b514 +-- problem_id: v2p_c4_c7db9bb9ffe5519c +-- realization_mode: agent +-- source_kind: agent +SELECT "bkon8", "wtoeg", + AVG(CASE WHEN "class" = 'nowin' THEN 1 ELSE 0 END) AS target_rate +FROM "c4" +GROUP BY "bkon8", "wtoeg" +ORDER BY target_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3f4a5bf15465b514/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3f4a5bf15465b514/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..35c59417f6fd0d3860e499681e9e6987d26e29d7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3f4a5bf15465b514/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_two_dim_target_rate\nSELECT \"bkon8\", \"wtoeg\",\n AVG(CASE WHEN \"class\" = 'nowin' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c4\"\nGROUP BY \"bkon8\", \"wtoeg\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bkon8\\\", \\\"wtoeg\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'nowin' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bkon8\\\", \\\"wtoeg\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"bkon8\", \"wtoeg\", \"target_rate\"], \"rows\": [{\"bkon8\": \"t\", \"wtoeg\": \"n\", \"target_rate\": 0.7906976744186046}, {\"bkon8\": \"t\", \"wtoeg\": \"t\", \"target_rate\": 0.5}, {\"bkon8\": \"f\", \"wtoeg\": \"t\", \"target_rate\": 0.4768211920529801}, {\"bkon8\": \"f\", \"wtoeg\": \"n\", \"target_rate\": 0.46617837139164153}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.69}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3f4a5bf15465b514/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3f4a5bf15465b514/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..05bdb3b6673148642a6eea3e1419866bccdb4fc7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3f4a5bf15465b514/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "c4", + "started_at": "2026-05-19T15:51:56.578943+00:00", + "ended_at": "2026-05-19T15:52:14.526101+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c4_3f4a5bf15465b514", + "problem_id": "v2p_c4_c7db9bb9ffe5519c", + "dataset_id": "c4", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "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 Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=bkon8, group_col_2=wtoeg, target_col=class.", + "bindings": { + "group_col": "bkon8", + "group_col_2": "wtoeg", + "target_col": "class", + "target_value": "nowin", + "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": 0.0, + "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", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_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_a/c4/sql/v2q_c4_3f4a5bf15465b514.sql", + "usage_summary": { + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_3f4a5bf15465b514", + "api_calls": 0, + "input_tokens": 17097, + "cached_input_tokens": 15744, + "output_tokens": 354, + "total_tokens": 17451, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17940.1, + "sql_execution_elapsed_ms_total": 2.69, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3f4a5bf15465b514/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3f4a5bf15465b514/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3f4a5bf15465b514/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b5b357e8d9ec5efc8d2f155af88cf4e7102f5a18 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3f4a5bf15465b514/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:52:14.521756+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": 17940.1, "started_at": "2026-05-19T15:51:56.580172+00:00", "ended_at": "2026-05-19T15:52:14.520305+00:00", "prompt_metrics": {"chars": 15522, "bytes_utf8": 15522, "lines": 543, "estimated_tokens": null}, "response_metrics": {"chars": 415, "bytes_utf8": 415, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17097, "cached_input_tokens": 15744, "output_tokens": 354, "reasoning_output_tokens": 223}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bkon8\\\", \\\"wtoeg\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'nowin' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bkon8\\\", \\\"wtoeg\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Applied the provided Two-Axis Target Rate Surface template with group_col=\\\"bkon8\\\", group_col_2=\\\"wtoeg\\\", and target_col=\\\"class\\\", using 'nowin' as the bound target value.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3f4a5bf15465b514/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3f4a5bf15465b514/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3ea53ea6fbb7b9102a6b97251a75b2a7b8590665 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3f4a5bf15465b514/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_3f4a5bf15465b514", + "api_calls": 0, + "input_tokens": 17097, + "cached_input_tokens": 15744, + "output_tokens": 354, + "total_tokens": 17451, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17940.1, + "sql_execution_elapsed_ms_total": 2.69, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3f4a5bf15465b514/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3f93c7ebb475809e/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3f93c7ebb475809e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f1b559a424154b7647f1d744f9e3c978309e638c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3f93c7ebb475809e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15529, "bytes_utf8": 15529, "lines": 544, "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": 329, "bytes_utf8": 329, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17088, "cached_input_tokens": 12032, "output_tokens": 463, "reasoning_output_tokens": 350}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3f93c7ebb475809e/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3f93c7ebb475809e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..97b1c95a250b5659a5dee8625df641ad17113e6e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3f93c7ebb475809e/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": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_3f93c7ebb475809e", + "api_calls": 0, + "input_tokens": 17088, + "cached_input_tokens": 12032, + "output_tokens": 463, + "total_tokens": 17551, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10053.14, + "sql_execution_elapsed_ms_total": 1.93, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3f93c7ebb475809e/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3f93c7ebb475809e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3f93c7ebb475809e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ff73bcc2ceb37fc9988666448aaacddba9212543 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3f93c7ebb475809e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:38:04.250282+00:00", + "ended_at": "2026-05-19T15:38:14.303464+00:00", + "elapsed_ms": 10053.14, + "prompt_metrics": { + "chars": 15529, + "bytes_utf8": 15529, + "lines": 544, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 704, + "bytes_utf8": 704, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 329, + "bytes_utf8": 329, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17088, + "cached_input_tokens": 12032, + "output_tokens": 463, + "reasoning_output_tokens": 350 + } + }, + "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_a/c4/artifacts/v2q_c4_3f93c7ebb475809e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3f93c7ebb475809e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..951fdba7a64d8e4f55a2985ebbc5cc1ce5941154 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3f93c7ebb475809e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,544 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c4", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=bknwy, group_col_2=qxmsq.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "bknwy", + "group_col_2": "qxmsq", + "predicate_col": "hdchk", + "predicate_op": "=", + "predicate_value": "f", + "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": 0.0, + "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}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3f93c7ebb475809e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3f93c7ebb475809e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1dab44d283966faed11d515bad1d036e4b2b0bd8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3f93c7ebb475809e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e3-1557-7471-b060-f89e715e72b4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"bknwy\\\", \\\"qxmsq\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c4\\\"\\nWHERE \\\"hdchk\\\" = 'f'\\nGROUP BY \\\"bknwy\\\", \\\"qxmsq\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Filtered two-dimensional group count using \\\"bknwy\\\" and \\\"qxmsq\\\", restricted to rows where \\\"hdchk\\\" = 'f'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17088,"cached_input_tokens":12032,"output_tokens":463,"reasoning_output_tokens":350}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3f93c7ebb475809e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3f93c7ebb475809e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ece46d3130ae54332cc6cf1a03595b17eecb5b49 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3f93c7ebb475809e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"bknwy\", \"qxmsq\", COUNT(*) AS \"row_count\"\nFROM \"c4\"\nWHERE \"hdchk\" = 'f'\nGROUP BY \"bknwy\", \"qxmsq\"\nORDER BY \"row_count\" DESC;","notes":"Filtered two-dimensional group count using \"bknwy\" and \"qxmsq\", restricted to rows where \"hdchk\" = 'f'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3f93c7ebb475809e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3f93c7ebb475809e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_45ba8166fe67a0bb/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_45ba8166fe67a0bb/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a2e5ffb6855a146bb421e95bcd0a374aed77e457 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_45ba8166fe67a0bb/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15220, "bytes_utf8": 15220, "lines": 538, "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": 283, "bytes_utf8": 283, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17005, "cached_input_tokens": 15744, "output_tokens": 239, "reasoning_output_tokens": 145}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_45ba8166fe67a0bb/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_45ba8166fe67a0bb/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..42c95679a505a4fd6b4b74d6513c5874dbcead04 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_45ba8166fe67a0bb/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": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_45ba8166fe67a0bb", + "api_calls": 0, + "input_tokens": 17005, + "cached_input_tokens": 15744, + "output_tokens": 239, + "total_tokens": 17244, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9737.18, + "sql_execution_elapsed_ms_total": 3.13, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_45ba8166fe67a0bb/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_45ba8166fe67a0bb/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_45ba8166fe67a0bb/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2045c23944fcc1cce25ec617f59f8ecfeaacc649 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_45ba8166fe67a0bb/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": "2026-05-19T15:42:13.636158+00:00", + "ended_at": "2026-05-19T15:42:23.373380+00:00", + "elapsed_ms": 9737.18, + "prompt_metrics": { + "chars": 15220, + "bytes_utf8": 15220, + "lines": 538, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 636, + "bytes_utf8": 636, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 283, + "bytes_utf8": 283, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17005, + "cached_input_tokens": 15744, + "output_tokens": 239, + "reasoning_output_tokens": 145 + } + }, + "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_a/c4/artifacts/v2q_c4_45ba8166fe67a0bb/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_45ba8166fe67a0bb/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..71f80f1c2c7c2f9e4cbce3f7911c6113498bbc42 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_45ba8166fe67a0bb/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,538 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +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": "c4", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=wkcti.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "wkcti", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "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_a/c4/artifacts/v2q_c4_45ba8166fe67a0bb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_45ba8166fe67a0bb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1bd3daac7a804adc65be98c80586f0e5def7f035 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_45ba8166fe67a0bb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e6-e3a4-7223-ae8b-1184ef83114c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"wkcti\\\",\\n COUNT(*) AS support\\nFROM \\\"c4\\\"\\nGROUP BY \\\"wkcti\\\"\\nORDER BY support ASC, \\\"wkcti\\\"\\nLIMIT 17;\",\"notes\":\"Uses the Low-Support Group Count template with group_col bound to \\\"wkcti\\\" and top_k=17.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17005,"cached_input_tokens":15744,"output_tokens":239,"reasoning_output_tokens":145}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_45ba8166fe67a0bb/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_45ba8166fe67a0bb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dfe44d2e0cb3ec5014b8d2f0e88e5b78c79690da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_45ba8166fe67a0bb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"wkcti\",\n COUNT(*) AS support\nFROM \"c4\"\nGROUP BY \"wkcti\"\nORDER BY support ASC, \"wkcti\"\nLIMIT 17;","notes":"Uses the Low-Support Group Count template with group_col bound to \"wkcti\" and top_k=17."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_45ba8166fe67a0bb/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_45ba8166fe67a0bb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_4a8dfda7bfb5bb32/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_4a8dfda7bfb5bb32/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..45860137436202649ff889e6b26ece0ed23dd752 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_4a8dfda7bfb5bb32/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15138, "bytes_utf8": 15138, "lines": 538, "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": 281, "bytes_utf8": 281, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16969, "cached_input_tokens": 12032, "output_tokens": 227, "reasoning_output_tokens": 146}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_4a8dfda7bfb5bb32/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_4a8dfda7bfb5bb32/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a92dfbfb4480e17947419cc32748565aee7dcf68 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_4a8dfda7bfb5bb32/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": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_4a8dfda7bfb5bb32", + "api_calls": 0, + "input_tokens": 16969, + "cached_input_tokens": 12032, + "output_tokens": 227, + "total_tokens": 17196, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18212.11, + "sql_execution_elapsed_ms_total": 2.02, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_4a8dfda7bfb5bb32/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_4a8dfda7bfb5bb32/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_4a8dfda7bfb5bb32/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..324f8278a39ec6d76b266bb4c5fe803cf997411c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_4a8dfda7bfb5bb32/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": "2026-05-19T15:31:26.424514+00:00", + "ended_at": "2026-05-19T15:31:44.636659+00:00", + "elapsed_ms": 18212.11, + "prompt_metrics": { + "chars": 15138, + "bytes_utf8": 15138, + "lines": 538, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1625, + "bytes_utf8": 1625, + "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": 281, + "bytes_utf8": 281, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16969, + "cached_input_tokens": 12032, + "output_tokens": 227, + "reasoning_output_tokens": 146 + } + }, + "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_a/c4/artifacts/v2q_c4_4a8dfda7bfb5bb32/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_4a8dfda7bfb5bb32/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e2ef87050f1c4d08d3109154137521aeefd08cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_4a8dfda7bfb5bb32/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,538 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c4", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=r2ar8.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "r2ar8", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "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}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_4a8dfda7bfb5bb32/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_4a8dfda7bfb5bb32/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c7549d4835da8008b57c50ea5e086d15ebb6a0ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_4a8dfda7bfb5bb32/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,7 @@ +{"type":"thread.started","thread_id":"019e40dd-036b-78c0-b506-c1b8db2ff110"} +{"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 1996152, Requested 17604. Please try again in 412ms. 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 1983927, Requested 17604. Please try again in 45ms. 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 1995658, Requested 17604. Please try again in 397ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"r2ar8\\\", COUNT(*) AS row_count\\nFROM \\\"c4\\\"\\nGROUP BY \\\"r2ar8\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Uses the grouped count template with group_col bound to \\\"r2ar8\\\" to measure count distribution across its categories.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16969,"cached_input_tokens":12032,"output_tokens":227,"reasoning_output_tokens":146}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_4a8dfda7bfb5bb32/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_4a8dfda7bfb5bb32/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..71c1bcaaa66b0e3406fefb0ff02a5feca35b6eee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_4a8dfda7bfb5bb32/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"r2ar8\", COUNT(*) AS row_count\nFROM \"c4\"\nGROUP BY \"r2ar8\"\nORDER BY row_count DESC;","notes":"Uses the grouped count template with group_col bound to \"r2ar8\" to measure count distribution across its categories."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_4a8dfda7bfb5bb32/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_4a8dfda7bfb5bb32/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_4bc3706ea9119cf6/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_4bc3706ea9119cf6/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9caed77958607695a9cb94e676aadee96ddb5b3c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_4bc3706ea9119cf6/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15394, "bytes_utf8": 15394, "lines": 540, "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": 368, "bytes_utf8": 368, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17074, "cached_input_tokens": 12032, "output_tokens": 424, "reasoning_output_tokens": 300}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_4bc3706ea9119cf6/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_4bc3706ea9119cf6/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e5b3bda6cd635e27900f41564e65413f27f37be7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_4bc3706ea9119cf6/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": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_4bc3706ea9119cf6", + "api_calls": 0, + "input_tokens": 17074, + "cached_input_tokens": 12032, + "output_tokens": 424, + "total_tokens": 17498, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14373.7, + "sql_execution_elapsed_ms_total": 4.64, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_4bc3706ea9119cf6/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_4bc3706ea9119cf6/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_4bc3706ea9119cf6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..08e0f881ec53c4c916fae0a724ac8b380cb19b27 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_4bc3706ea9119cf6/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": "2026-05-19T15:43:10.456741+00:00", + "ended_at": "2026-05-19T15:43:24.830477+00:00", + "elapsed_ms": 14373.7, + "prompt_metrics": { + "chars": 15394, + "bytes_utf8": 15394, + "lines": 540, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1079, + "bytes_utf8": 1079, + "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": 368, + "bytes_utf8": 368, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17074, + "cached_input_tokens": 12032, + "output_tokens": 424, + "reasoning_output_tokens": 300 + } + }, + "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_a/c4/artifacts/v2q_c4_4bc3706ea9119cf6/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_4bc3706ea9119cf6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fff856978179927eb7333886dbbd10fadfe076cc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_4bc3706ea9119cf6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,540 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c4", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=bkon8, group_col_2=bkxcr.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "bkon8", + "group_col_2": "bkxcr", + "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": 0.0, + "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 {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_4bc3706ea9119cf6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_4bc3706ea9119cf6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..53bc7eb2fed86a498bd6cb9a180ac3626655265a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_4bc3706ea9119cf6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40e7-c189-7292-b4a3-a3215a6ed2d0"} +{"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 17709. Please try again in 531ms. 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_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"bkon8\\\",\\n \\\"bkxcr\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bkon8\\\", \\\"bkxcr\\\"\\nORDER BY \\\"support\\\" ASC, \\\"bkon8\\\", \\\"bkxcr\\\"\\nLIMIT 19;\",\"notes\":\"Applied the Pairwise Sparse Slice Count template with fixed bindings group_col=\\\"bkon8\\\", group_col_2=\\\"bkxcr\\\", and top_k=19.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17074,"cached_input_tokens":12032,"output_tokens":424,"reasoning_output_tokens":300}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_4bc3706ea9119cf6/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_4bc3706ea9119cf6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c153f6b7a220998488e8ddd5549142bb3bb0442c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_4bc3706ea9119cf6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"bkon8\",\n \"bkxcr\",\n COUNT(*) AS \"support\"\nFROM \"c4\"\nGROUP BY \"bkon8\", \"bkxcr\"\nORDER BY \"support\" ASC, \"bkon8\", \"bkxcr\"\nLIMIT 19;","notes":"Applied the Pairwise Sparse Slice Count template with fixed bindings group_col=\"bkon8\", group_col_2=\"bkxcr\", and top_k=19."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_4bc3706ea9119cf6/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_4bc3706ea9119cf6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_4cdeae5699741702/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_4cdeae5699741702/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6a72673512ecd0a718d6e78f34e003695f323804 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_4cdeae5699741702/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15466, "bytes_utf8": 15466, "lines": 543, "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": 17059, "cached_input_tokens": 15744, "output_tokens": 378, "reasoning_output_tokens": 271}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_4cdeae5699741702/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_4cdeae5699741702/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..297b75d6fb6838b736d870949661d168885e21f0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_4cdeae5699741702/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": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_4cdeae5699741702", + "api_calls": 0, + "input_tokens": 17059, + "cached_input_tokens": 15744, + "output_tokens": 378, + "total_tokens": 17437, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10406.37, + "sql_execution_elapsed_ms_total": 1.31, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_4cdeae5699741702/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_4cdeae5699741702/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_4cdeae5699741702/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..74dd12aba7ed99515f22f52ff43d607ddd41d803 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_4cdeae5699741702/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": "2026-05-19T15:35:22.321714+00:00", + "ended_at": "2026-05-19T15:35:32.728103+00:00", + "elapsed_ms": 10406.37, + "prompt_metrics": { + "chars": 15466, + "bytes_utf8": 15466, + "lines": 543, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 705, + "bytes_utf8": 705, + "lines": 4, + "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": 17059, + "cached_input_tokens": 15744, + "output_tokens": 378, + "reasoning_output_tokens": 271 + } + }, + "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_a/c4/artifacts/v2q_c4_4cdeae5699741702/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_4cdeae5699741702/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..799371e36465f13de0ba36b1b3546da975cb4d67 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_4cdeae5699741702/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,543 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +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": "c4", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=wkna8, condition_col=wkna8.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "wkna8", + "condition_col": "wkna8", + "condition_value": "t", + "positive_value": "f", + "negative_value": "t", + "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": 0.0, + "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_a/c4/artifacts/v2q_c4_4cdeae5699741702/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_4cdeae5699741702/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f6071a900a412013332d28ab19aae1f4399f2bdf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_4cdeae5699741702/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e0-9ce6-7c71-924d-79d02426f3e3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"wkna8\\\",\\n AVG(CASE WHEN \\\"wkna8\\\" = 't' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c4\\\"\\nGROUP BY \\\"wkna8\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the Grouped Condition Rate template with \\\"wkna8\\\" as both the group and condition column, using 't' as the condition value.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17059,"cached_input_tokens":15744,"output_tokens":378,"reasoning_output_tokens":271}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_4cdeae5699741702/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_4cdeae5699741702/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..80c153ab04140d9ceca3343c4cfbce98233d4830 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_4cdeae5699741702/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"wkna8\",\n AVG(CASE WHEN \"wkna8\" = 't' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c4\"\nGROUP BY \"wkna8\"\nORDER BY condition_rate DESC;","notes":"Applied the Grouped Condition Rate template with \"wkna8\" as both the group and condition column, using 't' as the condition value."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_4cdeae5699741702/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_4cdeae5699741702/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_555c7b118627420b/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_555c7b118627420b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b41474f07212b6cbc79bcb1e315abc3a267fd37e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_555c7b118627420b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=spcop. +Result preview: [{"spcop": "t", "support": 1}, {"spcop": "f", "support": 3195}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_555c7b118627420b/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_555c7b118627420b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..120334402b5137c5d140467fbf569c7075530d66 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_555c7b118627420b/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: c4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c4_555c7b118627420b +-- problem_id: v2p_c4_45326ad7043f0819 +-- realization_mode: agent +-- source_kind: agent +SELECT + "spcop", + COUNT(*) AS "support" +FROM "c4" +GROUP BY "spcop" +ORDER BY "support" ASC, "spcop" +LIMIT 19; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_555c7b118627420b/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_555c7b118627420b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a7701a42d136e623b6f7b89c9ed0e3f7e5baf90f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_555c7b118627420b/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_tail_low_support_group_count_v2\nSELECT\n \"spcop\",\n COUNT(*) AS \"support\"\nFROM \"c4\"\nGROUP BY \"spcop\"\nORDER BY \"support\" ASC, \"spcop\"\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"spcop\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"spcop\\\"\\nORDER BY \\\"support\\\" ASC, \\\"spcop\\\"\\nLIMIT 19;\", \"columns\": [\"spcop\", \"support\"], \"rows\": [{\"spcop\": \"t\", \"support\": 1}, {\"spcop\": \"f\", \"support\": 3195}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.14}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_555c7b118627420b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_555c7b118627420b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a70e4dc59dd49a93f67eebde78b5ac0b350d6ef5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_555c7b118627420b/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "c4", + "started_at": "2026-05-19T15:40:58.170075+00:00", + "ended_at": "2026-05-19T15:41:07.419976+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c4_555c7b118627420b", + "problem_id": "v2p_c4_45326ad7043f0819", + "dataset_id": "c4", + "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=spcop.", + "bindings": { + "group_col": "spcop", + "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": 0.0, + "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=64" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "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_a/c4/sql/v2q_c4_555c7b118627420b.sql", + "usage_summary": { + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_555c7b118627420b", + "api_calls": 0, + "input_tokens": 17002, + "cached_input_tokens": 15744, + "output_tokens": 298, + "total_tokens": 17300, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9245.15, + "sql_execution_elapsed_ms_total": 1.14, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_555c7b118627420b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_555c7b118627420b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_555c7b118627420b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..349b8ae0fab8f767bd16ae8a2ae5d804bce429ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_555c7b118627420b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:41:07.417661+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": 9245.15, "started_at": "2026-05-19T15:40:58.171720+00:00", "ended_at": "2026-05-19T15:41:07.416902+00:00", "prompt_metrics": {"chars": 15220, "bytes_utf8": 15220, "lines": 538, "estimated_tokens": null}, "response_metrics": {"chars": 313, "bytes_utf8": 313, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17002, "cached_input_tokens": 15744, "output_tokens": 298, "reasoning_output_tokens": 201}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"spcop\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"spcop\\\"\\nORDER BY \\\"support\\\" ASC, \\\"spcop\\\"\\nLIMIT 19;\",\"notes\":\"Uses the required Low-Support Group Count template with group_col bound to \\\"spcop\\\" and top_k bound to 19.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_555c7b118627420b/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_555c7b118627420b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b937bb6514bd525e3a2a9150a16f9f3cce8d53c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_555c7b118627420b/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_555c7b118627420b", + "api_calls": 0, + "input_tokens": 17002, + "cached_input_tokens": 15744, + "output_tokens": 298, + "total_tokens": 17300, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9245.15, + "sql_execution_elapsed_ms_total": 1.14, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_555c7b118627420b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_563a7fc81f439a72/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_563a7fc81f439a72/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..046ad95326bd569c1072d65f30db1fa66dfaba9b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_563a7fc81f439a72/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=bkon8, group_col_2=bkxwp. +Result preview: [{"bkon8": "t", "bkxwp": "t", "support": 42}, {"bkon8": "t", "bkxwp": "f", "support": 78}, {"bkon8": "f", "bkxwp": "t", "support": 654}, {"bkon8": "f", "bkxwp": "f", "support": 2422}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_563a7fc81f439a72/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_563a7fc81f439a72/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6e52948680506f72e8b64e13cc87a9bae88ddda0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_563a7fc81f439a72/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: c4 +-- 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_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c4_563a7fc81f439a72 +-- problem_id: v2p_c4_cb3dd2b70d513e4d +-- realization_mode: agent +-- source_kind: agent +SELECT + "bkon8", + "bkxwp", + COUNT(*) AS support +FROM "c4" +GROUP BY "bkon8", "bkxwp" +ORDER BY support ASC, "bkon8", "bkxwp" +LIMIT 10; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_563a7fc81f439a72/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_563a7fc81f439a72/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ed210bd08140bcb14d39435b6d5e42cdc7fd4a62 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_563a7fc81f439a72/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_tail_pairwise_sparse_slice_v2\nSELECT\n \"bkon8\",\n \"bkxwp\",\n COUNT(*) AS support\nFROM \"c4\"\nGROUP BY \"bkon8\", \"bkxwp\"\nORDER BY support ASC, \"bkon8\", \"bkxwp\"\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"bkon8\\\",\\n \\\"bkxwp\\\",\\n COUNT(*) AS support\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bkon8\\\", \\\"bkxwp\\\"\\nORDER BY support ASC, \\\"bkon8\\\", \\\"bkxwp\\\"\\nLIMIT 10;\", \"columns\": [\"bkon8\", \"bkxwp\", \"support\"], \"rows\": [{\"bkon8\": \"t\", \"bkxwp\": \"t\", \"support\": 42}, {\"bkon8\": \"t\", \"bkxwp\": \"f\", \"support\": 78}, {\"bkon8\": \"f\", \"bkxwp\": \"t\", \"support\": 654}, {\"bkon8\": \"f\", \"bkxwp\": \"f\", \"support\": 2422}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.98}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_563a7fc81f439a72/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_563a7fc81f439a72/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3df3e11703bd30f5e39517539c8afdb1a346cdba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_563a7fc81f439a72/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "c4", + "started_at": "2026-05-19T15:43:24.840753+00:00", + "ended_at": "2026-05-19T15:43:42.293918+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c4_563a7fc81f439a72", + "problem_id": "v2p_c4_cb3dd2b70d513e4d", + "dataset_id": "c4", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "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": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=bkon8, group_col_2=bkxwp.", + "bindings": { + "group_col": "bkon8", + "group_col_2": "bkxwp", + "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": 0.0, + "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" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=75" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "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_a/c4/sql/v2q_c4_563a7fc81f439a72.sql", + "usage_summary": { + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_563a7fc81f439a72", + "api_calls": 0, + "input_tokens": 17073, + "cached_input_tokens": 15744, + "output_tokens": 244, + "total_tokens": 17317, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17445.82, + "sql_execution_elapsed_ms_total": 1.98, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_563a7fc81f439a72/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_563a7fc81f439a72/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_563a7fc81f439a72/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..602d3c40232eb21d97ef20453dfea1578dc636bc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_563a7fc81f439a72/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:43:42.290710+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": 17445.82, "started_at": "2026-05-19T15:43:24.844048+00:00", "ended_at": "2026-05-19T15:43:42.289906+00:00", "prompt_metrics": {"chars": 15392, "bytes_utf8": 15392, "lines": 540, "estimated_tokens": null}, "response_metrics": {"chars": 339, "bytes_utf8": 339, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17073, "cached_input_tokens": 15744, "output_tokens": 244, "reasoning_output_tokens": 126}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"bkon8\\\",\\n \\\"bkxwp\\\",\\n COUNT(*) AS support\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bkon8\\\", \\\"bkxwp\\\"\\nORDER BY support ASC, \\\"bkon8\\\", \\\"bkxwp\\\"\\nLIMIT 10;\",\"notes\":\"Applied the Pairwise Sparse Slice Count template with group_col=\\\"bkon8\\\", group_col_2=\\\"bkxwp\\\", and top_k=10.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_563a7fc81f439a72/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_563a7fc81f439a72/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ce964c5f249f0c2324c342c5b776ff3ef179f932 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_563a7fc81f439a72/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_563a7fc81f439a72", + "api_calls": 0, + "input_tokens": 17073, + "cached_input_tokens": 15744, + "output_tokens": 244, + "total_tokens": 17317, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17445.82, + "sql_execution_elapsed_ms_total": 1.98, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_563a7fc81f439a72/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_575299cac232deab/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_575299cac232deab/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4654b3c82995ae7c905d829b6cd699d0cd84bb13 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_575299cac232deab/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=hdchk. +Result preview: [{"hdchk": "f", "row_count": 3181}, {"hdchk": "t", "row_count": 15}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_575299cac232deab/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_575299cac232deab/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c4627426afb2bfc62e29e913a6d2db637a6ca726 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_575299cac232deab/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: c4 +-- 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_c4_575299cac232deab +-- problem_id: v2p_c4_6e4ab3bac8d3e548 +-- realization_mode: agent +-- source_kind: agent +SELECT "hdchk", COUNT(*) AS "row_count" +FROM "c4" +GROUP BY "hdchk" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_575299cac232deab/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_575299cac232deab/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..231fc0bbb7e41aa159211628e38f451a3266d7c1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_575299cac232deab/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 \"hdchk\", COUNT(*) AS \"row_count\"\nFROM \"c4\"\nGROUP BY \"hdchk\"\nORDER BY \"row_count\" DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"hdchk\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"hdchk\\\"\\nORDER BY \\\"row_count\\\" DESC;\", \"columns\": [\"hdchk\", \"row_count\"], \"rows\": [{\"hdchk\": \"f\", \"row_count\": 3181}, {\"hdchk\": \"t\", \"row_count\": 15}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.2}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_575299cac232deab/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_575299cac232deab/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3acd5089a90870c4e5e2db4184e5ea6025dc821b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_575299cac232deab/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "c4", + "started_at": "2026-05-19T15:30:31.811327+00:00", + "ended_at": "2026-05-19T15:30:43.120578+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c4_575299cac232deab", + "problem_id": "v2p_c4_6e4ab3bac8d3e548", + "dataset_id": "c4", + "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=hdchk.", + "bindings": { + "group_col": "hdchk", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "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=2", + "sql_variant_index=1/1", + "binding_index=13" + ], + "template_selection_mode": "rule", + "selected_template_rank": 2, + "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_a/c4/sql/v2q_c4_575299cac232deab.sql", + "usage_summary": { + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_575299cac232deab", + "api_calls": 0, + "input_tokens": 16966, + "cached_input_tokens": 12032, + "output_tokens": 305, + "total_tokens": 17271, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11303.61, + "sql_execution_elapsed_ms_total": 1.2, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_575299cac232deab/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_575299cac232deab/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_575299cac232deab/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..06eb739fed38b543de752cd66cef4b9087413c3a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_575299cac232deab/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:30:43.118107+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": 11303.61, "started_at": "2026-05-19T15:30:31.813602+00:00", "ended_at": "2026-05-19T15:30:43.117245+00:00", "prompt_metrics": {"chars": 15138, "bytes_utf8": 15138, "lines": 538, "estimated_tokens": null}, "response_metrics": {"chars": 278, "bytes_utf8": 278, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16966, "cached_input_tokens": 12032, "output_tokens": 305, "reasoning_output_tokens": 229}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"hdchk\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"hdchk\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Grouped count by \\\"hdchk\\\" using the planned category-count template to inspect subgroup size distribution.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_575299cac232deab/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_575299cac232deab/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5fd7199589aa2a0af3b8ea8bad64e125204c8735 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_575299cac232deab/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_575299cac232deab", + "api_calls": 0, + "input_tokens": 16966, + "cached_input_tokens": 12032, + "output_tokens": 305, + "total_tokens": 17271, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11303.61, + "sql_execution_elapsed_ms_total": 1.2, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_575299cac232deab/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_57cbe9e46df95a6a/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_57cbe9e46df95a6a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9cb2eaf3b9e992267a72da1fd586992859df08db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_57cbe9e46df95a6a/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=wkna8, condition_col=wkna8. +Result preview: [{"wkna8": "f", "condition_rate": 1.0}, {"wkna8": "t", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_57cbe9e46df95a6a/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_57cbe9e46df95a6a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8aa21742a6f66bcd6c2bb67e5dd3c7bb1da9cd1f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_57cbe9e46df95a6a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:35:22.317359+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": 10379.29, "started_at": "2026-05-19T15:35:11.937250+00:00", "ended_at": "2026-05-19T15:35:22.316582+00:00", "prompt_metrics": {"chars": 15459, "bytes_utf8": 15459, "lines": 543, "estimated_tokens": null}, "response_metrics": {"chars": 491, "bytes_utf8": 491, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17058, "cached_input_tokens": 12032, "output_tokens": 301, "reasoning_output_tokens": 172}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"wkna8\\\",\\n AVG(CASE WHEN \\\"wkna8\\\" = 'f' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c4\\\"\\nGROUP BY \\\"wkna8\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the planned Grouped Condition Rate template with both group_col and condition_col bound to \\\"wkna8\\\" and condition_value set to 'f'. Because the grouping and condition columns are the same, each group's condition_rate will be deterministic for that group value.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_58999ce4ba71af56/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_58999ce4ba71af56/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0bcd073664351e3800d43cb361946f95c4d541ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_58999ce4ba71af56/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15562, "bytes_utf8": 15562, "lines": 541, "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": 436, "bytes_utf8": 436, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17108, "cached_input_tokens": 15744, "output_tokens": 367, "reasoning_output_tokens": 226}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_58999ce4ba71af56/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_58999ce4ba71af56/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7003f076ed9012bcbb09d8070cb008dd91cae731 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_58999ce4ba71af56/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": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_58999ce4ba71af56", + "api_calls": 0, + "input_tokens": 17108, + "cached_input_tokens": 15744, + "output_tokens": 367, + "total_tokens": 17475, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16263.28, + "sql_execution_elapsed_ms_total": 2.84, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_58999ce4ba71af56/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_58999ce4ba71af56/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_58999ce4ba71af56/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5a2977a264c9bf96aa7b29111d1773285f8b76b5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_58999ce4ba71af56/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": "2026-05-19T15:45:25.449396+00:00", + "ended_at": "2026-05-19T15:45:41.712705+00:00", + "elapsed_ms": 16263.28, + "prompt_metrics": { + "chars": 15562, + "bytes_utf8": 15562, + "lines": 541, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1128, + "bytes_utf8": 1128, + "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": 436, + "bytes_utf8": 436, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17108, + "cached_input_tokens": 15744, + "output_tokens": 367, + "reasoning_output_tokens": 226 + } + }, + "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_a/c4/artifacts/v2q_c4_58999ce4ba71af56/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_58999ce4ba71af56/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..55d20a620cd835a0747b6c9126dbde5fbf3902a5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_58999ce4ba71af56/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,541 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c4", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=dwipd, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "dwipd", + "target_col": "class", + "target_value": "won", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "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,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_58999ce4ba71af56/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_58999ce4ba71af56/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bf05650ab56b2b1886e520290d95c058dda7f3c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_58999ce4ba71af56/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40e9-d0c6-7d73-900c-e072f640c6fb"} +{"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 17743. Please try again in 532ms. 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_tail_target_rate_extremes_v2\\nSELECT\\n \\\"dwipd\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'won' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c4\\\"\\nGROUP BY \\\"dwipd\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 11;\",\"notes\":\"Uses the planned Tail Target-Rate Extremes template with group_col=\\\"dwipd\\\", target_col=\\\"class\\\", target_value='won', min_support=5, and top_k=11.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17108,"cached_input_tokens":15744,"output_tokens":367,"reasoning_output_tokens":226}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_58999ce4ba71af56/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_58999ce4ba71af56/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a3dde83fd45e0cb98a545b206b8f48046036bfb7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_58999ce4ba71af56/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"dwipd\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'won' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c4\"\nGROUP BY \"dwipd\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 11;","notes":"Uses the planned Tail Target-Rate Extremes template with group_col=\"dwipd\", target_col=\"class\", target_value='won', min_support=5, and top_k=11."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_58999ce4ba71af56/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_58999ce4ba71af56/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_599c3b22474c77b9/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_599c3b22474c77b9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d9b50060522d805b3603b8656e7079c7962a167e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_599c3b22474c77b9/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=bkspr. +Result preview: [{"bkspr": "t", "support": 1067}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_599c3b22474c77b9/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_599c3b22474c77b9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..558dfa90368d24503cc96410f258e0424ce86bd0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_599c3b22474c77b9/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: c4 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c4_599c3b22474c77b9 +-- problem_id: v2p_c4_796856f93baed79d +-- realization_mode: agent +-- source_kind: agent +SELECT "bkspr", COUNT(*) AS "support" +FROM "c4" +WHERE "bkspr" = 't' +GROUP BY "bkspr" +ORDER BY "support" DESC +LIMIT 10; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_599c3b22474c77b9/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_599c3b22474c77b9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5498dffca13253d088b7e26e75ccb4954ecc609f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_599c3b22474c77b9/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_filtered_topk_group_count\nSELECT \"bkspr\", COUNT(*) AS \"support\"\nFROM \"c4\"\nWHERE \"bkspr\" = 't'\nGROUP BY \"bkspr\"\nORDER BY \"support\" DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"bkspr\\\", COUNT(*) AS \\\"support\\\"\\nFROM \\\"c4\\\"\\nWHERE \\\"bkspr\\\" = 't'\\nGROUP BY \\\"bkspr\\\"\\nORDER BY \\\"support\\\" DESC\\nLIMIT 10;\", \"columns\": [\"bkspr\", \"support\"], \"rows\": [{\"bkspr\": \"t\", \"support\": 1067}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 0.82}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_599c3b22474c77b9/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_599c3b22474c77b9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..15b02899e2d5b6d5d9387852d423b8b5ec7e8a20 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_599c3b22474c77b9/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "c4", + "started_at": "2026-05-19T15:54:46.936782+00:00", + "ended_at": "2026-05-19T15:54:58.063503+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c4_599c3b22474c77b9", + "problem_id": "v2p_c4_796856f93baed79d", + "dataset_id": "c4", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_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 Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=bkspr.", + "bindings": { + "group_col": "bkspr", + "predicate_col": "bkspr", + "predicate_op": "=", + "predicate_value": "t", + "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": 0.0, + "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", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=115" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "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_a/c4/sql/v2q_c4_599c3b22474c77b9.sql", + "usage_summary": { + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_599c3b22474c77b9", + "api_calls": 0, + "input_tokens": 17043, + "cached_input_tokens": 15744, + "output_tokens": 443, + "total_tokens": 17486, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11120.7, + "sql_execution_elapsed_ms_total": 0.82, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_599c3b22474c77b9/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_599c3b22474c77b9/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_599c3b22474c77b9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c8eac9928a3a89aa95c59910e1cebc61c2e4584a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_599c3b22474c77b9/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:54:58.061460+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": 11120.7, "started_at": "2026-05-19T15:54:46.939914+00:00", "ended_at": "2026-05-19T15:54:58.060656+00:00", "prompt_metrics": {"chars": 15410, "bytes_utf8": 15410, "lines": 542, "estimated_tokens": null}, "response_metrics": {"chars": 341, "bytes_utf8": 341, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17043, "cached_input_tokens": 15744, "output_tokens": 443, "reasoning_output_tokens": 334}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"bkspr\\\", COUNT(*) AS \\\"support\\\"\\nFROM \\\"c4\\\"\\nWHERE \\\"bkspr\\\" = 't'\\nGROUP BY \\\"bkspr\\\"\\nORDER BY \\\"support\\\" DESC\\nLIMIT 10;\",\"notes\":\"Applies the planned Filtered Top-k Group Count template exactly, grouping on \\\"bkspr\\\" after filtering rows to \\\"bkspr\\\" = 't'.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_599c3b22474c77b9/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_599c3b22474c77b9/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..86458719c7ab9cf55c295b4e428353e2bd9f9f66 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_599c3b22474c77b9/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_599c3b22474c77b9", + "api_calls": 0, + "input_tokens": 17043, + "cached_input_tokens": 15744, + "output_tokens": 443, + "total_tokens": 17486, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11120.7, + "sql_execution_elapsed_ms_total": 0.82, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_599c3b22474c77b9/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5baf409e077c4440/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5baf409e077c4440/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2f3cbfd2a88219e8fec2ee9e1944c7a4135bc514 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5baf409e077c4440/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=simpl. +Result preview: [{"simpl": "t", "support": 1221}, {"simpl": "f", "support": 1975}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5baf409e077c4440/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5baf409e077c4440/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e0e7a7180eb0fe631b7ce67c7cc68639fecea2a1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5baf409e077c4440/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: c4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c4_5baf409e077c4440 +-- problem_id: v2p_c4_eed7c0f42aa14201 +-- realization_mode: agent +-- source_kind: agent +SELECT + "simpl", + COUNT(*) AS "support" +FROM "c4" +GROUP BY "simpl" +ORDER BY "support" ASC, "simpl" +LIMIT 10; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5baf409e077c4440/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5baf409e077c4440/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1eeef36a57a3a24f0882740ddc65875276232474 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5baf409e077c4440/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_tail_low_support_group_count_v2\nSELECT\n \"simpl\",\n COUNT(*) AS \"support\"\nFROM \"c4\"\nGROUP BY \"simpl\"\nORDER BY \"support\" ASC, \"simpl\"\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"simpl\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"simpl\\\"\\nORDER BY \\\"support\\\" ASC, \\\"simpl\\\"\\nLIMIT 10;\", \"columns\": [\"simpl\", \"support\"], \"rows\": [{\"simpl\": \"t\", \"support\": 1221}, {\"simpl\": \"f\", \"support\": 1975}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.42}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5baf409e077c4440/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5baf409e077c4440/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7d0781e651c04139a4cd8f8dac3608d2f0c5c98e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5baf409e077c4440/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "c4", + "started_at": "2026-05-19T15:39:25.694366+00:00", + "ended_at": "2026-05-19T15:39:35.179785+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c4_5baf409e077c4440", + "problem_id": "v2p_c4_eed7c0f42aa14201", + "dataset_id": "c4", + "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=simpl.", + "bindings": { + "group_col": "simpl", + "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": 0.0, + "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=60" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "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_a/c4/sql/v2q_c4_5baf409e077c4440.sql", + "usage_summary": { + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_5baf409e077c4440", + "api_calls": 0, + "input_tokens": 17002, + "cached_input_tokens": 15744, + "output_tokens": 326, + "total_tokens": 17328, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9478.72, + "sql_execution_elapsed_ms_total": 1.42, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5baf409e077c4440/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5baf409e077c4440/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5baf409e077c4440/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f716cab229f0492bfc66e385066c5f3ddf01e38c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5baf409e077c4440/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:39:35.177001+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": 9478.72, "started_at": "2026-05-19T15:39:25.697454+00:00", "ended_at": "2026-05-19T15:39:35.176209+00:00", "prompt_metrics": {"chars": 15218, "bytes_utf8": 15218, "lines": 538, "estimated_tokens": null}, "response_metrics": {"chars": 332, "bytes_utf8": 332, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17002, "cached_input_tokens": 15744, "output_tokens": 326, "reasoning_output_tokens": 231}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"simpl\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"simpl\\\"\\nORDER BY \\\"support\\\" ASC, \\\"simpl\\\"\\nLIMIT 10;\",\"notes\":\"Applies the Low-Support Group Count template with group_col bound to \\\"simpl\\\" to list the rarest simpl categories by support.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5baf409e077c4440/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5baf409e077c4440/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..db1abb1d625891b7857ee184f8633161c779dc8a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5baf409e077c4440/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_5baf409e077c4440", + "api_calls": 0, + "input_tokens": 17002, + "cached_input_tokens": 15744, + "output_tokens": 326, + "total_tokens": 17328, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9478.72, + "sql_execution_elapsed_ms_total": 1.42, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5baf409e077c4440/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5c027e50c633a7ab/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5c027e50c633a7ab/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5ec94858fa3893201bce90e239509e2a785c10cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5c027e50c633a7ab/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": "2026-05-19T15:53:00.315911+00:00", + "ended_at": "2026-05-19T15:53:03.694566+00:00", + "elapsed_ms": 3378.63, + "returncode": 1, + "prompt_metrics": { + "chars": 15412, + "bytes_utf8": 15412, + "lines": 542, + "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_a/c4/artifacts/v2q_c4_5c027e50c633a7ab/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5c027e50c633a7ab/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f674eaf861892e65b91647c82edd8ee46ec4fb91 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5c027e50c633a7ab/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": "2026-05-19T15:53:04.697084+00:00", + "ended_at": "2026-05-19T15:53:07.796650+00:00", + "elapsed_ms": 3099.52, + "returncode": 1, + "prompt_metrics": { + "chars": 15412, + "bytes_utf8": 15412, + "lines": 542, + "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_a/c4/artifacts/v2q_c4_5c027e50c633a7ab/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5c027e50c633a7ab/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a7552ebcbac3bb019d36954b9ed6b28e00e5f4cc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5c027e50c633a7ab/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,542 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c4", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=wkpos.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "wkpos", + "predicate_col": "bknwy", + "predicate_op": "=", + "predicate_value": "f", + "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": 0.0, + "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}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5c027e50c633a7ab/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5c027e50c633a7ab/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a7552ebcbac3bb019d36954b9ed6b28e00e5f4cc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5c027e50c633a7ab/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,542 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c4", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=wkpos.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "wkpos", + "predicate_col": "bknwy", + "predicate_op": "=", + "predicate_value": "f", + "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": 0.0, + "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}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5c027e50c633a7ab/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5c027e50c633a7ab/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ad1da85bee26dcf8ece655b85345d01bcc262bb9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5c027e50c633a7ab/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f0-c1b2-77a1-a8d3-c3dba038fbf8"} +{"type":"turn.started"} +{"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_a/c4/artifacts/v2q_c4_5c027e50c633a7ab/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5c027e50c633a7ab/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..22edf485dc64deaa85c7aebbaa8177b72cb0d968 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5c027e50c633a7ab/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f0-c1b2-77a1-a8d3-c3dba038fbf8"} +{"type":"turn.started"} +{"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_a/c4/artifacts/v2q_c4_5c027e50c633a7ab/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5c027e50c633a7ab/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dd7052c617084537270f4be167f045f3a04b6b73 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5c027e50c633a7ab/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f0-d2d3-7133-9b56-d2b5d40b4c16"} +{"type":"turn.started"} +{"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_a/c4/artifacts/v2q_c4_5c027e50c633a7ab/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5c027e50c633a7ab/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4f1cc8fc7646a8fd1dc249167891a2c53560caa0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5c027e50c633a7ab/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f0-d2d3-7133-9b56-d2b5d40b4c16"} +{"type":"turn.started"} +{"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_a/c4/artifacts/v2q_c4_5c027e50c633a7ab/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5c027e50c633a7ab/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5c027e50c633a7ab/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5c027e50c633a7ab/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5ca7512f21078b53/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5ca7512f21078b53/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6db67b5f3b08eeea29ca27ca932c7ea5276bfb52 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5ca7512f21078b53/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15528, "bytes_utf8": 15528, "lines": 544, "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": 338, "bytes_utf8": 338, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17087, "cached_input_tokens": 15744, "output_tokens": 441, "reasoning_output_tokens": 320}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5ca7512f21078b53/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5ca7512f21078b53/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ede77f6ec69e6711d402e32877ab8f528f46347d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5ca7512f21078b53/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": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_5ca7512f21078b53", + "api_calls": 0, + "input_tokens": 17087, + "cached_input_tokens": 15744, + "output_tokens": 441, + "total_tokens": 17528, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12153.63, + "sql_execution_elapsed_ms_total": 0.69, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5ca7512f21078b53/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5ca7512f21078b53/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5ca7512f21078b53/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..57b045531a2822aa7ded396329ed12ed9a08a431 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5ca7512f21078b53/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": "2026-05-19T15:39:03.172975+00:00", + "ended_at": "2026-05-19T15:39:15.326632+00:00", + "elapsed_ms": 12153.63, + "prompt_metrics": { + "chars": 15528, + "bytes_utf8": 15528, + "lines": 544, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 713, + "bytes_utf8": 713, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 338, + "bytes_utf8": 338, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17087, + "cached_input_tokens": 15744, + "output_tokens": 441, + "reasoning_output_tokens": 320 + } + }, + "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_a/c4/artifacts/v2q_c4_5ca7512f21078b53/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5ca7512f21078b53/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c91239623f7f33a085f16dab0382adc573446664 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5ca7512f21078b53/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,544 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c4", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=bknwy, group_col_2=rkxwp.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "bknwy", + "group_col_2": "rkxwp", + "predicate_col": "reskd", + "predicate_op": "=", + "predicate_value": "t", + "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": 0.0, + "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}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5ca7512f21078b53/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5ca7512f21078b53/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..19109e80340ecfed0b32d43bcc583fbdb4c202ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5ca7512f21078b53/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e3-fb99-74b2-a34b-2ae37fc00c63"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"bknwy\\\", \\\"rkxwp\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c4\\\"\\nWHERE \\\"reskd\\\" = 't'\\nGROUP BY \\\"bknwy\\\", \\\"rkxwp\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Applied tpl_c2_filtered_group_count_2d with group_col=\\\"bknwy\\\", group_col_2=\\\"rkxwp\\\", and predicate \\\"reskd\\\" = 't'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17087,"cached_input_tokens":15744,"output_tokens":441,"reasoning_output_tokens":320}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5ca7512f21078b53/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5ca7512f21078b53/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8dbf236a0b347cdf90cddec27c656d3903b4c779 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5ca7512f21078b53/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"bknwy\", \"rkxwp\", COUNT(*) AS \"row_count\"\nFROM \"c4\"\nWHERE \"reskd\" = 't'\nGROUP BY \"bknwy\", \"rkxwp\"\nORDER BY \"row_count\" DESC;","notes":"Applied tpl_c2_filtered_group_count_2d with group_col=\"bknwy\", group_col_2=\"rkxwp\", and predicate \"reskd\" = 't'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5ca7512f21078b53/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5ca7512f21078b53/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5dcb08dce554b740/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5dcb08dce554b740/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..03dadc62917e4151a1deb01da89d2204b448fe98 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5dcb08dce554b740/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15562, "bytes_utf8": 15562, "lines": 541, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 443, "bytes_utf8": 443, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17108, "cached_input_tokens": 15744, "output_tokens": 363, "reasoning_output_tokens": 222}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5dcb08dce554b740/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5dcb08dce554b740/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..051e0609d0c9c23f8a12e0e558000320c6ff7452 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5dcb08dce554b740/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": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_5dcb08dce554b740", + "api_calls": 0, + "input_tokens": 17108, + "cached_input_tokens": 15744, + "output_tokens": 363, + "total_tokens": 17471, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15960.61, + "sql_execution_elapsed_ms_total": 1.57, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5dcb08dce554b740/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5dcb08dce554b740/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5dcb08dce554b740/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bf99525b4c8af16268e7cecb1c173af640c0195b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5dcb08dce554b740/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": "2026-05-19T15:45:41.721898+00:00", + "ended_at": "2026-05-19T15:45:57.682537+00:00", + "elapsed_ms": 15960.61, + "prompt_metrics": { + "chars": 15562, + "bytes_utf8": 15562, + "lines": 541, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1468, + "bytes_utf8": 1468, + "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": 443, + "bytes_utf8": 443, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17108, + "cached_input_tokens": 15744, + "output_tokens": 363, + "reasoning_output_tokens": 222 + } + }, + "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_a/c4/artifacts/v2q_c4_5dcb08dce554b740/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5dcb08dce554b740/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..baa6c53037b8f7a651f2ed5b07eb0d9da35add5b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5dcb08dce554b740/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,541 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c4", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=dwipd, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "dwipd", + "target_col": "class", + "target_value": "won", + "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": 0.0, + "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,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5dcb08dce554b740/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5dcb08dce554b740/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1a917f9c50bd7ee8b3114f28050823ded21abe58 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5dcb08dce554b740/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,6 @@ +{"type":"thread.started","thread_id":"019e40ea-1067-76b1-bb4b-72130ce878f1"} +{"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 1990109, Requested 17743. Please try again in 235ms. 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 1987125, Requested 17743. Please try again in 146ms. 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_tail_target_rate_extremes_v2\\nSELECT\\n \\\"dwipd\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'won' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c4\\\"\\nGROUP BY \\\"dwipd\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 16;\",\"notes\":\"Uses the provided Tail Target-Rate Extremes template with group_col=\\\"dwipd\\\", target_col=\\\"class\\\", target_value='won', min_support=4, and top_k=16.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17108,"cached_input_tokens":15744,"output_tokens":363,"reasoning_output_tokens":222}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5dcb08dce554b740/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5dcb08dce554b740/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bdb0995e61e57dae2099fff5d5d5eff9f1e82935 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5dcb08dce554b740/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"dwipd\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'won' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c4\"\nGROUP BY \"dwipd\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 16;","notes":"Uses the provided Tail Target-Rate Extremes template with group_col=\"dwipd\", target_col=\"class\", target_value='won', min_support=4, and top_k=16."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5dcb08dce554b740/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5dcb08dce554b740/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_61ea4601de05fdbc/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_61ea4601de05fdbc/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..944ff05ab7c51d9fd5d7bbcf7457ee214a3b570b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_61ea4601de05fdbc/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15562, "bytes_utf8": 15562, "lines": 541, "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": 437, "bytes_utf8": 437, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17106, "cached_input_tokens": 15744, "output_tokens": 266, "reasoning_output_tokens": 128}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_61ea4601de05fdbc/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_61ea4601de05fdbc/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..47869f4d36a952e00bd272c8cfca697a41bce16e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_61ea4601de05fdbc/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": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_61ea4601de05fdbc", + "api_calls": 0, + "input_tokens": 17106, + "cached_input_tokens": 15744, + "output_tokens": 266, + "total_tokens": 17372, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7462.96, + "sql_execution_elapsed_ms_total": 1.71, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_61ea4601de05fdbc/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_61ea4601de05fdbc/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_61ea4601de05fdbc/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2d6315b7f7da7defba3485014a91f442ce41bcb6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_61ea4601de05fdbc/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": "2026-05-19T15:44:51.377996+00:00", + "ended_at": "2026-05-19T15:44:58.841033+00:00", + "elapsed_ms": 7462.96, + "prompt_metrics": { + "chars": 15562, + "bytes_utf8": 15562, + "lines": 541, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 796, + "bytes_utf8": 796, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 437, + "bytes_utf8": 437, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17106, + "cached_input_tokens": 15744, + "output_tokens": 266, + "reasoning_output_tokens": 128 + } + }, + "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_a/c4/artifacts/v2q_c4_61ea4601de05fdbc/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_61ea4601de05fdbc/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..00efaf87d57907c317e16ba136cffd7013d32996 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_61ea4601de05fdbc/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,541 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c4", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=cntxt, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "cntxt", + "target_col": "class", + "target_value": "won", + "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": 0.0, + "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,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_61ea4601de05fdbc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_61ea4601de05fdbc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8d43295ed971b352766e378352c63202f4ffa47f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_61ea4601de05fdbc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e9-4baf-7422-8459-cbe0149b3f52"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"cntxt\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'won' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c4\\\"\\nGROUP BY \\\"cntxt\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 19;\",\"notes\":\"Applies the Tail Target-Rate Extremes template with group_col=\\\"cntxt\\\", target_col=\\\"class\\\", target_value='won', min_support=4, and top_k=19.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17106,"cached_input_tokens":15744,"output_tokens":266,"reasoning_output_tokens":128}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_61ea4601de05fdbc/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_61ea4601de05fdbc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..81b105177719ff00b5ada982c6606fa5e41b4001 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_61ea4601de05fdbc/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"cntxt\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'won' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c4\"\nGROUP BY \"cntxt\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 19;","notes":"Applies the Tail Target-Rate Extremes template with group_col=\"cntxt\", target_col=\"class\", target_value='won', min_support=4, and top_k=19."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_61ea4601de05fdbc/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_61ea4601de05fdbc/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_64175669a3f5c08d/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_64175669a3f5c08d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c2d6904a90574b6610e01d03f53518c8104e98e4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_64175669a3f5c08d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15218, "bytes_utf8": 15218, "lines": 538, "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": 289, "bytes_utf8": 289, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17003, "cached_input_tokens": 15744, "output_tokens": 397, "reasoning_output_tokens": 301}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_64175669a3f5c08d/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_64175669a3f5c08d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..54a624f924badfb88972900aab8096ccbce78deb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_64175669a3f5c08d/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": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_64175669a3f5c08d", + "api_calls": 0, + "input_tokens": 17003, + "cached_input_tokens": 15744, + "output_tokens": 397, + "total_tokens": 17400, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9516.39, + "sql_execution_elapsed_ms_total": 2.14, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_64175669a3f5c08d/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_64175669a3f5c08d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_64175669a3f5c08d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fc15c5df2f5b12f79238c017c18773bc279dda4e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_64175669a3f5c08d/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": "2026-05-19T15:42:04.111423+00:00", + "ended_at": "2026-05-19T15:42:13.627844+00:00", + "elapsed_ms": 9516.39, + "prompt_metrics": { + "chars": 15218, + "bytes_utf8": 15218, + "lines": 538, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 650, + "bytes_utf8": 650, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 289, + "bytes_utf8": 289, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17003, + "cached_input_tokens": 15744, + "output_tokens": 397, + "reasoning_output_tokens": 301 + } + }, + "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_a/c4/artifacts/v2q_c4_64175669a3f5c08d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_64175669a3f5c08d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..69c8536ff1876fb39e7488b178d8cf40515a1f25 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_64175669a3f5c08d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,538 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +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": "c4", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=wkcti.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "wkcti", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "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_a/c4/artifacts/v2q_c4_64175669a3f5c08d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_64175669a3f5c08d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..59495037dfa9d518b634c59ad6e5f22a1125e26c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_64175669a3f5c08d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e6-be59-7b51-bead-8a95247f33cd"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"wkcti\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"wkcti\\\"\\nORDER BY \\\"support\\\" ASC, \\\"wkcti\\\"\\nLIMIT 12;\",\"notes\":\"Applied the Low-Support Group Count template with group_col=\\\"wkcti\\\" and top_k=12.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17003,"cached_input_tokens":15744,"output_tokens":397,"reasoning_output_tokens":301}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_64175669a3f5c08d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_64175669a3f5c08d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dab14c694facb8d80f6d1dbc03a58dad6cfbba21 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_64175669a3f5c08d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"wkcti\",\n COUNT(*) AS \"support\"\nFROM \"c4\"\nGROUP BY \"wkcti\"\nORDER BY \"support\" ASC, \"wkcti\"\nLIMIT 12;","notes":"Applied the Low-Support Group Count template with group_col=\"wkcti\" and top_k=12."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_64175669a3f5c08d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_64175669a3f5c08d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_68649d711373ae6c/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_68649d711373ae6c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9cd3ab38fc43df8d8d5fbefc78b0403970cf548d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_68649d711373ae6c/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": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_68649d711373ae6c", + "api_calls": 0, + "input_tokens": 17204, + "cached_input_tokens": 12032, + "output_tokens": 497, + "total_tokens": 17701, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11630.39, + "sql_execution_elapsed_ms_total": 1.97, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_68649d711373ae6c/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_68649d711373ae6c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_68649d711373ae6c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..607229ba68b4ab32ab0b8d413707226ce6f83b13 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_68649d711373ae6c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:36:14.011790+00:00", + "ended_at": "2026-05-19T15:36:25.642216+00:00", + "elapsed_ms": 11630.39, + "prompt_metrics": { + "chars": 16029, + "bytes_utf8": 16029, + "lines": 543, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1089, + "bytes_utf8": 1089, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 708, + "bytes_utf8": 708, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17204, + "cached_input_tokens": 12032, + "output_tokens": 497, + "reasoning_output_tokens": 286 + } + }, + "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_a/c4/artifacts/v2q_c4_68649d711373ae6c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_68649d711373ae6c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b21bc917ac9683821b2fa97b02e671d475bd7d04 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_68649d711373ae6c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,543 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +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": "c4", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=bknwy, condition_col=bknwy.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "bknwy", + "condition_col": "bknwy", + "condition_value": "f", + "positive_value": "f", + "negative_value": "t", + "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": 0.0, + "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_a/c4/artifacts/v2q_c4_68649d711373ae6c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_68649d711373ae6c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5690258db7f04b464943bb82ac8e024dd398fdf8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_68649d711373ae6c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e1-66cf-77a2-ba37-b2206adad151"} +{"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 \\\"bknwy\\\",\\n SUM(CASE WHEN \\\"bknwy\\\" = 'f' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"bknwy\\\" = 't' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c4\\\"\\n GROUP BY \\\"bknwy\\\"\\n)\\nSELECT \\\"bknwy\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the grouped ratio template exactly with group_col=\\\"bknwy\\\" and condition_col=\\\"bknwy\\\", computing the ratio of rows where \\\"bknwy\\\"='f' to rows where \\\"bknwy\\\"='t' within each \\\"bknwy\\\" group. NULLIF prevents division-by-zero.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17204,"cached_input_tokens":12032,"output_tokens":497,"reasoning_output_tokens":286}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_68649d711373ae6c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_68649d711373ae6c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5f6d64a69f685b2bdb15dd38f82d4f00e740907d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_68649d711373ae6c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"bknwy\",\n SUM(CASE WHEN \"bknwy\" = 'f' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"bknwy\" = 't' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c4\"\n GROUP BY \"bknwy\"\n)\nSELECT \"bknwy\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applied the grouped ratio template exactly with group_col=\"bknwy\" and condition_col=\"bknwy\", computing the ratio of rows where \"bknwy\"='f' to rows where \"bknwy\"='t' within each \"bknwy\" group. NULLIF prevents division-by-zero."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_68649d711373ae6c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_68649d711373ae6c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6abbcf00df5607dd/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6abbcf00df5607dd/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e507522e6371e30afd47a05e8d1cfc34689835d3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6abbcf00df5607dd/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=stlmt, condition_col=stlmt. +Result preview: [{"stlmt": "f", "condition_rate": 1.0}, {"stlmt": "t", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6abbcf00df5607dd/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6abbcf00df5607dd/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e8a2bfee047293a3950d80e48bb132aa2d9e3e43 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6abbcf00df5607dd/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: c4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c4_6abbcf00df5607dd +-- problem_id: v2p_c4_3108e239183e33b0 +-- realization_mode: agent +-- source_kind: agent +SELECT "stlmt", + AVG(CASE WHEN "stlmt" = 'f' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "c4" +GROUP BY "stlmt" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6abbcf00df5607dd/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6abbcf00df5607dd/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..563c32662d633350b4b103d119fbe3ea19f4dda7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6abbcf00df5607dd/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 \"stlmt\",\n AVG(CASE WHEN \"stlmt\" = 'f' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"c4\"\nGROUP BY \"stlmt\"\nORDER BY \"condition_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"stlmt\\\",\\n AVG(CASE WHEN \\\"stlmt\\\" = 'f' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"stlmt\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\", \"columns\": [\"stlmt\", \"condition_rate\"], \"rows\": [{\"stlmt\": \"f\", \"condition_rate\": 1.0}, {\"stlmt\": \"t\", \"condition_rate\": 0.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.96}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6abbcf00df5607dd/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6abbcf00df5607dd/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2dd6f87880ca801ce4d4ac276adcb228edcc593e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6abbcf00df5607dd/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "c4", + "started_at": "2026-05-19T15:34:03.631312+00:00", + "ended_at": "2026-05-19T15:34:15.814924+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c4_6abbcf00df5607dd", + "problem_id": "v2p_c4_3108e239183e33b0", + "dataset_id": "c4", + "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=stlmt, condition_col=stlmt.", + "bindings": { + "group_col": "stlmt", + "condition_col": "stlmt", + "condition_value": "f", + "positive_value": "f", + "negative_value": "t", + "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": 0.0, + "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=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_a/c4/sql/v2q_c4_6abbcf00df5607dd.sql", + "usage_summary": { + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_6abbcf00df5607dd", + "api_calls": 0, + "input_tokens": 17059, + "cached_input_tokens": 0, + "output_tokens": 381, + "total_tokens": 17440, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12177.06, + "sql_execution_elapsed_ms_total": 1.96, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6abbcf00df5607dd/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6abbcf00df5607dd/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6abbcf00df5607dd/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c805e9cee65c1d0b455685cc12b26ade02ac99db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6abbcf00df5607dd/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:34:15.811080+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": 12177.06, "started_at": "2026-05-19T15:34:03.632796+00:00", "ended_at": "2026-05-19T15:34:15.809878+00:00", "prompt_metrics": {"chars": 15473, "bytes_utf8": 15473, "lines": 543, "estimated_tokens": null}, "response_metrics": {"chars": 465, "bytes_utf8": 465, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17059, "cached_input_tokens": 0, "output_tokens": 381, "reasoning_output_tokens": 254}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"stlmt\\\",\\n AVG(CASE WHEN \\\"stlmt\\\" = 'f' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"stlmt\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Uses the provided template with group_col and condition_col both bound to \\\"stlmt\\\" and condition_value bound to 'f'. Because the grouping and condition use the same binary column, the resulting rate is deterministic within each group.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6abbcf00df5607dd/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6abbcf00df5607dd/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3b53bc94b141239d016a5b7cf65d2e25a8cd4618 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6abbcf00df5607dd/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_6abbcf00df5607dd", + "api_calls": 0, + "input_tokens": 17059, + "cached_input_tokens": 0, + "output_tokens": 381, + "total_tokens": 17440, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12177.06, + "sql_execution_elapsed_ms_total": 1.96, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6abbcf00df5607dd/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6cc9f1de9da19501/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6cc9f1de9da19501/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5866990de5a9e5882195ac18dbf648a0d221011e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6cc9f1de9da19501/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15139, "bytes_utf8": 15139, "lines": 538, "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": 273, "bytes_utf8": 273, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16966, "cached_input_tokens": 15744, "output_tokens": 330, "reasoning_output_tokens": 249}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6cc9f1de9da19501/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6cc9f1de9da19501/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..32e36f4cf4dbe7ac9f779e089b39039a95e2dc43 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6cc9f1de9da19501/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": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_6cc9f1de9da19501", + "api_calls": 0, + "input_tokens": 16966, + "cached_input_tokens": 15744, + "output_tokens": 330, + "total_tokens": 17296, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20559.32, + "sql_execution_elapsed_ms_total": 1.2, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6cc9f1de9da19501/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6cc9f1de9da19501/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6cc9f1de9da19501/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7b98a070e48059fccd277b1e65a5ec4a4ba2c81d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6cc9f1de9da19501/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": "2026-05-19T15:30:43.123548+00:00", + "ended_at": "2026-05-19T15:31:03.682891+00:00", + "elapsed_ms": 20559.32, + "prompt_metrics": { + "chars": 15139, + "bytes_utf8": 15139, + "lines": 538, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1961, + "bytes_utf8": 1961, + "lines": 8, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 273, + "bytes_utf8": 273, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16966, + "cached_input_tokens": 15744, + "output_tokens": 330, + "reasoning_output_tokens": 249 + } + }, + "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_a/c4/artifacts/v2q_c4_6cc9f1de9da19501/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6cc9f1de9da19501/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a1e23e4f2382c7ab3bc2976e9e5d6d9a85c22983 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6cc9f1de9da19501/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,538 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c4", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=katri.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "katri", + "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": 0.0, + "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}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6cc9f1de9da19501/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6cc9f1de9da19501/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0d0ed6dc86aa0c8e492f56f54460f20009dd5128 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6cc9f1de9da19501/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,8 @@ +{"type":"thread.started","thread_id":"019e40dc-5a4d-7b61-9a7f-87d75874553a"} +{"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 17601. Please try again in 528ms. 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 1984637, Requested 17601. Please try again in 67ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 4/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1999907, Requested 17601. Please try again in 525ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 5/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1983111, Requested 17601. Please try again in 21ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"katri\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"katri\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Uses the provided grouped-count template with group_col bound to \\\"katri\\\" on the single table \\\"c4\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16966,"cached_input_tokens":15744,"output_tokens":330,"reasoning_output_tokens":249}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6cc9f1de9da19501/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6cc9f1de9da19501/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..96f27d596ab1aa97eac54d725c7f67223ed84ee2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6cc9f1de9da19501/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"katri\", COUNT(*) AS \"row_count\"\nFROM \"c4\"\nGROUP BY \"katri\"\nORDER BY \"row_count\" DESC;","notes":"Uses the provided grouped-count template with group_col bound to \"katri\" on the single table \"c4\"."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6cc9f1de9da19501/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6cc9f1de9da19501/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6d609d1bd238ab45/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6d609d1bd238ab45/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1b44ff9774d47191c1829537092c99d1624c1758 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6d609d1bd238ab45/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=skewr. +Result preview: [{"skewr": "t", "distinct_entities": 1}, {"skewr": "f", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6d609d1bd238ab45/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6d609d1bd238ab45/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..da4aac26a65dbb9bcaa041b10c8069723e9bb0a4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6d609d1bd238ab45/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: c4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c4_6d609d1bd238ab45 +-- problem_id: v2p_c4_7af4d2f84c7039d5 +-- realization_mode: agent +-- source_kind: agent +SELECT "skewr", COUNT(DISTINCT "skewr") AS distinct_entities +FROM "c4" +WHERE "thrsk" = 'f' +GROUP BY "skewr" +ORDER BY distinct_entities DESC +LIMIT 16; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6d609d1bd238ab45/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6d609d1bd238ab45/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b500237dcdebb23789fbd1aadff76a4890b8f722 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6d609d1bd238ab45/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_clickbench_filtered_distinct_topk\nSELECT \"skewr\", COUNT(DISTINCT \"skewr\") AS distinct_entities\nFROM \"c4\"\nWHERE \"thrsk\" = 'f'\nGROUP BY \"skewr\"\nORDER BY distinct_entities DESC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"skewr\\\", COUNT(DISTINCT \\\"skewr\\\") AS distinct_entities\\nFROM \\\"c4\\\"\\nWHERE \\\"thrsk\\\" = 'f'\\nGROUP BY \\\"skewr\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 16;\", \"columns\": [\"skewr\", \"distinct_entities\"], \"rows\": [{\"skewr\": \"t\", \"distinct_entities\": 1}, {\"skewr\": \"f\", \"distinct_entities\": 1}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.45}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6d609d1bd238ab45/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6d609d1bd238ab45/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..499e1b2edfc9ce3febd8de64f62fbc715ac4b552 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6d609d1bd238ab45/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "c4", + "started_at": "2026-05-19T15:57:36.225818+00:00", + "ended_at": "2026-05-19T15:57:51.738401+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c4_6d609d1bd238ab45", + "problem_id": "v2p_c4_7af4d2f84c7039d5", + "dataset_id": "c4", + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=skewr.", + "bindings": { + "group_col": "skewr", + "predicate_col": "thrsk", + "predicate_op": "=", + "predicate_value": "f", + "entity_col": "skewr", + "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": 0.0, + "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", + "entity_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "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=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", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/sql/v2q_c4_6d609d1bd238ab45.sql", + "usage_summary": { + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_6d609d1bd238ab45", + "api_calls": 0, + "input_tokens": 17075, + "cached_input_tokens": 15744, + "output_tokens": 373, + "total_tokens": 17448, + "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": 14504.92, + "sql_execution_elapsed_ms_total": 1.45, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6d609d1bd238ab45/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6d609d1bd238ab45/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6d609d1bd238ab45/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a3d24da80fddf76c135bbe84b7486b8fd81fed5c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6d609d1bd238ab45/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:57:39.408836+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": 3180.99, "started_at": "2026-05-19T15:57:36.227120+00:00", "ended_at": "2026-05-19T15:57:39.408136+00:00", "prompt_metrics": {"chars": 15550, "bytes_utf8": 15550, "lines": 544, "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-f76c-7051-b63b-9e9fb9be9321\"}\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": "2026-05-19T15:57:51.735720+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": 11323.93, "started_at": "2026-05-19T15:57:40.410936+00:00", "ended_at": "2026-05-19T15:57:51.734914+00:00", "prompt_metrics": {"chars": 15550, "bytes_utf8": 15550, "lines": 544, "estimated_tokens": null}, "response_metrics": {"chars": 429, "bytes_utf8": 429, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17075, "cached_input_tokens": 15744, "output_tokens": 373, "reasoning_output_tokens": 255}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"skewr\\\", COUNT(DISTINCT \\\"skewr\\\") AS distinct_entities\\nFROM \\\"c4\\\"\\nWHERE \\\"thrsk\\\" = 'f'\\nGROUP BY \\\"skewr\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 16;\",\"notes\":\"Used the required template and fixed bindings exactly as provided. Because \\\"entity_col\\\" and \\\"group_col\\\" are both \\\"skewr\\\", the distinct count is computed over the grouped value itself.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6d609d1bd238ab45/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6d609d1bd238ab45/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c1e82907fd202dff30870a1850bcf38d1348cba8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6d609d1bd238ab45/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_6d609d1bd238ab45", + "api_calls": 0, + "input_tokens": 17075, + "cached_input_tokens": 15744, + "output_tokens": 373, + "total_tokens": 17448, + "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": 14504.92, + "sql_execution_elapsed_ms_total": 1.45, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6d609d1bd238ab45/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6dc755ba04b55fbc/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6dc755ba04b55fbc/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f0059dc3e976289de2054e1768f57befcd3e911e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6dc755ba04b55fbc/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "f", "support": 2839, "support_share": 0.8882978723404256, "support_rank": 1}, {"value_label": "t", "support": 357, "support_share": 0.11170212765957446, "support_rank": 2}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6dc755ba04b55fbc/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6dc755ba04b55fbc/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..091be81a6801914b1bd895111cbdee61909895ef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6dc755ba04b55fbc/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: c4 +-- 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_c4_6dc755ba04b55fbc +-- problem_id: v2p_c4_5c68dbf984560e2a +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "bkblk" AS value_label, COUNT(*) AS support + FROM "c4" + GROUP BY "bkblk" +) +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_a/c4/artifacts/v2q_c4_6dc755ba04b55fbc/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6dc755ba04b55fbc/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b691455fa36f00bb1c86f9e7a068de88a0477dca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6dc755ba04b55fbc/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_a\n-- sql_source_dataset_id: c4\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_c4_6dc755ba04b55fbc\n-- problem_id: v2p_c4_5c68dbf984560e2a\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"bkblk\" AS value_label, COUNT(*) AS support\n FROM \"c4\"\n GROUP BY \"bkblk\"\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_a\\n-- sql_source_dataset_id: c4\\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_c4_6dc755ba04b55fbc\\n-- problem_id: v2p_c4_5c68dbf984560e2a\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"bkblk\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c4\\\"\\n GROUP BY \\\"bkblk\\\"\\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\": \"f\", \"support\": 2839, \"support_share\": 0.8882978723404256, \"support_rank\": 1}, {\"value_label\": \"t\", \"support\": 357, \"support_share\": 0.11170212765957446, \"support_rank\": 2}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 0.96}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6dc755ba04b55fbc/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6dc755ba04b55fbc/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6a25583439b81744331f568b6ae92252f6023d02 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6dc755ba04b55fbc/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "c4", + "started_at": "2026-05-19T15:58:50.490615+00:00", + "ended_at": "2026-05-19T15:58:50.492159+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c4_6dc755ba04b55fbc", + "problem_id": "v2p_c4_5c68dbf984560e2a", + "dataset_id": "c4", + "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=bkblk.", + "bindings": { + "group_col": "bkblk" + }, + "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_a/c4/sql/v2q_c4_6dc755ba04b55fbc.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_a/c4/artifacts/v2q_c4_6dc755ba04b55fbc/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6dc755ba04b55fbc/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6dc755ba04b55fbc/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_a/c4/artifacts/v2q_c4_6eab1cc25a7bd947/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6eab1cc25a7bd947/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2ed806bfd6dbdeb271e3cff61d28f149aca1aa72 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6eab1cc25a7bd947/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15473, "bytes_utf8": 15473, "lines": 543, "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": 359, "bytes_utf8": 359, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17059, "cached_input_tokens": 12032, "output_tokens": 278, "reasoning_output_tokens": 172}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6eab1cc25a7bd947/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6eab1cc25a7bd947/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3b1d2203b150d0d7b84c3eda329cf392b1a11be0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6eab1cc25a7bd947/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": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_6eab1cc25a7bd947", + "api_calls": 0, + "input_tokens": 17059, + "cached_input_tokens": 12032, + "output_tokens": 278, + "total_tokens": 17337, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7677.87, + "sql_execution_elapsed_ms_total": 1.38, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6eab1cc25a7bd947/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6eab1cc25a7bd947/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6eab1cc25a7bd947/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..830b04ab1ba4132ca739364da071c0826f65209d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6eab1cc25a7bd947/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:33:18.076687+00:00", + "ended_at": "2026-05-19T15:33:25.754594+00:00", + "elapsed_ms": 7677.87, + "prompt_metrics": { + "chars": 15473, + "bytes_utf8": 15473, + "lines": 543, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 710, + "bytes_utf8": 710, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 359, + "bytes_utf8": 359, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17059, + "cached_input_tokens": 12032, + "output_tokens": 278, + "reasoning_output_tokens": 172 + } + }, + "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_a/c4/artifacts/v2q_c4_6eab1cc25a7bd947/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6eab1cc25a7bd947/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ce5d144c98695c56718f2a98c8f8391365a89e13 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6eab1cc25a7bd947/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,543 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +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": "c4", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=skrxp, condition_col=skrxp.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "skrxp", + "condition_col": "skrxp", + "condition_value": "f", + "positive_value": "f", + "negative_value": "t", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "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_a/c4/artifacts/v2q_c4_6eab1cc25a7bd947/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6eab1cc25a7bd947/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e3a56f43f5fca7e9c49fd863a2d27440630f1191 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6eab1cc25a7bd947/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40de-b79b-7fb0-a657-aca4b1ddd3ea"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"skrxp\\\",\\n AVG(CASE WHEN \\\"skrxp\\\" = 'f' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c4\\\"\\nGROUP BY \\\"skrxp\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the provided Grouped Condition Rate template with group_col and condition_col both bound to \\\"skrxp\\\", using condition_value 'f'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17059,"cached_input_tokens":12032,"output_tokens":278,"reasoning_output_tokens":172}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6eab1cc25a7bd947/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6eab1cc25a7bd947/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d6c0d4f9bef948c72c5e0161e3efd7b0f31d1c00 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6eab1cc25a7bd947/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"skrxp\",\n AVG(CASE WHEN \"skrxp\" = 'f' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c4\"\nGROUP BY \"skrxp\"\nORDER BY condition_rate DESC;","notes":"Applied the provided Grouped Condition Rate template with group_col and condition_col both bound to \"skrxp\", using condition_value 'f'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6eab1cc25a7bd947/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6eab1cc25a7bd947/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6ee6caf74c87d737/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6ee6caf74c87d737/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1cba87c449d7bc0bf3b59d2121ff3611ebc1ac76 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6ee6caf74c87d737/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15139, "bytes_utf8": 15139, "lines": 538, "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": 295, "bytes_utf8": 295, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16965, "cached_input_tokens": 12032, "output_tokens": 306, "reasoning_output_tokens": 225}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6ee6caf74c87d737/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6ee6caf74c87d737/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2114aad7b57669cd720978a3e7c3b19a68a1fe32 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6ee6caf74c87d737/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": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_6ee6caf74c87d737", + "api_calls": 0, + "input_tokens": 16965, + "cached_input_tokens": 12032, + "output_tokens": 306, + "total_tokens": 17271, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15321.25, + "sql_execution_elapsed_ms_total": 1.21, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6ee6caf74c87d737/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6ee6caf74c87d737/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6ee6caf74c87d737/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..af68410b7150256635db09d79c2eb02c34313cc3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6ee6caf74c87d737/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": "2026-05-19T15:31:44.645784+00:00", + "ended_at": "2026-05-19T15:31:59.967059+00:00", + "elapsed_ms": 15321.25, + "prompt_metrics": { + "chars": 15139, + "bytes_utf8": 15139, + "lines": 538, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1314, + "bytes_utf8": 1314, + "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": 295, + "bytes_utf8": 295, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16965, + "cached_input_tokens": 12032, + "output_tokens": 306, + "reasoning_output_tokens": 225 + } + }, + "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_a/c4/artifacts/v2q_c4_6ee6caf74c87d737/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6ee6caf74c87d737/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9b771033b7477d5abbff2ad03f4a1c17b2048868 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6ee6caf74c87d737/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,538 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c4", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=reskd.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "reskd", + "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": 0.0, + "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}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6ee6caf74c87d737/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6ee6caf74c87d737/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e8c121fc7e1555e9873dafbb227c564cc05edacf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6ee6caf74c87d737/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,6 @@ +{"type":"thread.started","thread_id":"019e40dd-4a93-71a2-a1b2-29425d286d01"} +{"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 17600. Please try again in 528ms. 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 1984311, Requested 17600. Please try again in 57ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"reskd\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"reskd\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Uses the planned Grouped Count by Category template with group_col bound to \\\"reskd\\\" to inspect subgroup size distribution.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16965,"cached_input_tokens":12032,"output_tokens":306,"reasoning_output_tokens":225}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6ee6caf74c87d737/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6ee6caf74c87d737/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c65171e4ede9309db5d7f44fdb87143bf86dcd76 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6ee6caf74c87d737/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"reskd\", COUNT(*) AS \"row_count\"\nFROM \"c4\"\nGROUP BY \"reskd\"\nORDER BY \"row_count\" DESC;","notes":"Uses the planned Grouped Count by Category template with group_col bound to \"reskd\" to inspect subgroup size distribution."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6ee6caf74c87d737/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6ee6caf74c87d737/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6fa60049777aad1a/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6fa60049777aad1a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..86f6b45a7b25a15b11f9ba83df0127aa2bc4b508 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6fa60049777aad1a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15527, "bytes_utf8": 15527, "lines": 543, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 418, "bytes_utf8": 418, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17097, "cached_input_tokens": 15744, "output_tokens": 346, "reasoning_output_tokens": 218}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6fa60049777aad1a/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6fa60049777aad1a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..abb59e2e89c2519097b2be0539d602028cfdad19 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6fa60049777aad1a/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": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_6fa60049777aad1a", + "api_calls": 0, + "input_tokens": 17097, + "cached_input_tokens": 15744, + "output_tokens": 346, + "total_tokens": 17443, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8595.92, + "sql_execution_elapsed_ms_total": 2.15, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6fa60049777aad1a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6fa60049777aad1a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6fa60049777aad1a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..748cf2cd127de90398e7c08d59dcad323c097b87 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6fa60049777aad1a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:49:36.604563+00:00", + "ended_at": "2026-05-19T15:49:45.200503+00:00", + "elapsed_ms": 8595.92, + "prompt_metrics": { + "chars": 15527, + "bytes_utf8": 15527, + "lines": 543, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 785, + "bytes_utf8": 785, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 418, + "bytes_utf8": 418, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17097, + "cached_input_tokens": 15744, + "output_tokens": 346, + "reasoning_output_tokens": 218 + } + }, + "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_a/c4/artifacts/v2q_c4_6fa60049777aad1a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6fa60049777aad1a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..384c7206dc63b5e38794ee036b01816e6a78fa5a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6fa60049777aad1a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,543 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c4", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=bkon8, group_col_2=wkcti, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "bkon8", + "group_col_2": "wkcti", + "target_col": "class", + "target_value": "won", + "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": 0.0, + "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}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6fa60049777aad1a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6fa60049777aad1a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..413ce598d1ee98db6e60418d3c19ca1818bff565 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6fa60049777aad1a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ed-a600-7d12-8169-f91d8e61d4a6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bkon8\\\", \\\"wkcti\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'won' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bkon8\\\", \\\"wkcti\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Applies the planned Two-Axis Target Rate Surface template with \\\"bkon8\\\" and \\\"wkcti\\\", returning the within-group proportion of rows where \\\"class\\\" = 'won' for each combination.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17097,"cached_input_tokens":15744,"output_tokens":346,"reasoning_output_tokens":218}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6fa60049777aad1a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6fa60049777aad1a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e3b4abb62c065ab3df896085ac97999f1a59e2b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6fa60049777aad1a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bkon8\", \"wkcti\",\n AVG(CASE WHEN \"class\" = 'won' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c4\"\nGROUP BY \"bkon8\", \"wkcti\"\nORDER BY target_rate DESC;","notes":"Applies the planned Two-Axis Target Rate Surface template with \"bkon8\" and \"wkcti\", returning the within-group proportion of rows where \"class\" = 'won' for each combination."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6fa60049777aad1a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6fa60049777aad1a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7243a01f1d740916/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7243a01f1d740916/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5b7dfcc75165504f828322d295777ddb41f6991e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7243a01f1d740916/run_manifest.json @@ -0,0 +1,73 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "c4", + "started_at": "2026-05-19T15:56:51.569981+00:00", + "ended_at": "2026-05-19T15:56:59.320504+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c4_7243a01f1d740916", + "problem_id": "v2p_c4_1e98d95e8000a190", + "dataset_id": "c4", + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=simpl.", + "bindings": { + "group_col": "simpl", + "predicate_col": "simpl", + "predicate_op": "=", + "predicate_value": "f", + "entity_col": "simpl", + "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": 0.0, + "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", + "entity_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "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=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_a/c4/artifacts/v2q_c4_7243a01f1d740916/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7243a01f1d740916/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..267e2ffa574b6e1572c5ea38cdcfdfb7630bbf09 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7243a01f1d740916/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:56:54.719124+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": 3145.47, "started_at": "2026-05-19T15:56:51.572886+00:00", "ended_at": "2026-05-19T15:56:54.718387+00:00", "prompt_metrics": {"chars": 15551, "bytes_utf8": 15551, "lines": 544, "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\":\"019e40f4-4909-7fe2-92c3-3f0082e3eb48\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T15:56:59.320411+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": 3598.72, "started_at": "2026-05-19T15:56:55.720873+00:00", "ended_at": "2026-05-19T15:56:59.319635+00:00", "prompt_metrics": {"chars": 15551, "bytes_utf8": 15551, "lines": 544, "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\":\"019e40f4-593c-78b3-b47b-37a5c2da6bdf\"}\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_a/c4/artifacts/v2q_c4_77a54ff1b4cd14b9/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_77a54ff1b4cd14b9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9f7909de0e01b0ba31e97098e8960627613dcf86 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_77a54ff1b4cd14b9/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=bkon8, condition_col=bkon8. +Result preview: [{"bkon8": "t", "condition_ratio": 0.0}, {"bkon8": "f", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_77a54ff1b4cd14b9/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_77a54ff1b4cd14b9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e193d968bcf7fa09966bdb96aeae4583fddeed95 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_77a54ff1b4cd14b9/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: c4 +-- 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_c4_77a54ff1b4cd14b9 +-- problem_id: v2p_c4_ce4df719ea9d7204 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "bkon8", + SUM(CASE WHEN "bkon8" = 'f' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "bkon8" = 't' THEN 1 ELSE 0 END) AS denominator_count + FROM "c4" + GROUP BY "bkon8" +) +SELECT "bkon8", + 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_a/c4/artifacts/v2q_c4_77a54ff1b4cd14b9/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_77a54ff1b4cd14b9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..655f134d74ee03909bf5dd8d793e9367f9aab4d8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_77a54ff1b4cd14b9/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 \"bkon8\",\n SUM(CASE WHEN \"bkon8\" = 'f' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"bkon8\" = 't' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c4\"\n GROUP BY \"bkon8\"\n)\nSELECT \"bkon8\",\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 \\\"bkon8\\\",\\n SUM(CASE WHEN \\\"bkon8\\\" = 'f' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"bkon8\\\" = 't' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c4\\\"\\n GROUP BY \\\"bkon8\\\"\\n)\\nSELECT \\\"bkon8\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"bkon8\", \"condition_ratio\"], \"rows\": [{\"bkon8\": \"t\", \"condition_ratio\": 0.0}, {\"bkon8\": \"f\", \"condition_ratio\": null}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.55}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_77a54ff1b4cd14b9/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_77a54ff1b4cd14b9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..94f62946d48f6e3c818504c4c48fef438b5ac152 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_77a54ff1b4cd14b9/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "c4", + "started_at": "2026-05-19T15:36:25.647805+00:00", + "ended_at": "2026-05-19T15:36:36.037258+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c4_77a54ff1b4cd14b9", + "problem_id": "v2p_c4_ce4df719ea9d7204", + "dataset_id": "c4", + "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=bkon8, condition_col=bkon8.", + "bindings": { + "group_col": "bkon8", + "condition_col": "bkon8", + "condition_value": "f", + "positive_value": "f", + "negative_value": "t", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "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_a/c4/sql/v2q_c4_77a54ff1b4cd14b9.sql", + "usage_summary": { + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_77a54ff1b4cd14b9", + "api_calls": 0, + "input_tokens": 17204, + "cached_input_tokens": 15744, + "output_tokens": 460, + "total_tokens": 17664, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10383.83, + "sql_execution_elapsed_ms_total": 1.55, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_77a54ff1b4cd14b9/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_77a54ff1b4cd14b9/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_77a54ff1b4cd14b9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..261a8b6e9827b8791c332844dc53fa6d306363de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_77a54ff1b4cd14b9/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:36:36.034421+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": 10383.83, "started_at": "2026-05-19T15:36:25.649722+00:00", "ended_at": "2026-05-19T15:36:36.033581+00:00", "prompt_metrics": {"chars": 16028, "bytes_utf8": 16028, "lines": 543, "estimated_tokens": null}, "response_metrics": {"chars": 612, "bytes_utf8": 612, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17204, "cached_input_tokens": 15744, "output_tokens": 460, "reasoning_output_tokens": 280}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"bkon8\\\",\\n SUM(CASE WHEN \\\"bkon8\\\" = 'f' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"bkon8\\\" = 't' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c4\\\"\\n GROUP BY \\\"bkon8\\\"\\n)\\nSELECT \\\"bkon8\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the requested grouped ratio template with both group_col and condition_col bound to \\\"bkon8\\\" and positive/negative values 'f'/'t'.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_77a54ff1b4cd14b9/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_77a54ff1b4cd14b9/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4c70b0494c9d75af70390e843437fa097c5482ef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_77a54ff1b4cd14b9/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_77a54ff1b4cd14b9", + "api_calls": 0, + "input_tokens": 17204, + "cached_input_tokens": 15744, + "output_tokens": 460, + "total_tokens": 17664, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10383.83, + "sql_execution_elapsed_ms_total": 1.55, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_77a54ff1b4cd14b9/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7853c7fae5614091/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7853c7fae5614091/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..daf528fef7c255087cc177a0b2391c0ce008c02d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7853c7fae5614091/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15341, "bytes_utf8": 15341, "lines": 540, "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": 17018, "cached_input_tokens": 4480, "output_tokens": 270, "reasoning_output_tokens": 171}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7853c7fae5614091/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7853c7fae5614091/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5e544f05af93743605ea34fa0278e35d943ef38b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7853c7fae5614091/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": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_7853c7fae5614091", + "api_calls": 0, + "input_tokens": 17018, + "cached_input_tokens": 4480, + "output_tokens": 270, + "total_tokens": 17288, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8487.4, + "sql_execution_elapsed_ms_total": 1.28, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7853c7fae5614091/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7853c7fae5614091/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7853c7fae5614091/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3ce95f79091a0e5c31ea370e668400d371e88897 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7853c7fae5614091/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:28:17.995816+00:00", + "ended_at": "2026-05-19T15:28:26.483244+00:00", + "elapsed_ms": 8487.4, + "prompt_metrics": { + "chars": 15341, + "bytes_utf8": 15341, + "lines": 540, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 712, + "bytes_utf8": 712, + "lines": 4, + "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": 17018, + "cached_input_tokens": 4480, + "output_tokens": 270, + "reasoning_output_tokens": 171 + } + }, + "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_a/c4/artifacts/v2q_c4_7853c7fae5614091/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7853c7fae5614091/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f7a4837160c3f568cea985f271534c0e58a32f36 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7853c7fae5614091/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,540 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c4", + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=bkblk.", + "planned_template_id": "tpl_clickbench_group_distinct_topk", + "bindings": { + "group_col": "bkblk", + "entity_col": "bkblk", + "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": 0.0, + "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}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7853c7fae5614091/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7853c7fae5614091/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..24b22c85ddb2cde2d3d8e7d83f792a3a5c6b94f7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7853c7fae5614091/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40da-2337-7ee2-936e-08a1f9364176"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk.\\nSELECT \\\"bkblk\\\", COUNT(DISTINCT \\\"bkblk\\\") AS distinct_entities\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bkblk\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 10;\",\"notes\":\"Applied the required top-k distinct coverage template with bound roles group_col=\\\"bkblk\\\" and entity_col=\\\"bkblk\\\" on single table \\\"c4\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17018,"cached_input_tokens":4480,"output_tokens":270,"reasoning_output_tokens":171}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7853c7fae5614091/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7853c7fae5614091/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..625bea43f6ee585aa25b41e307f408ed2dd53e3b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7853c7fae5614091/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_distinct_topk.\nSELECT \"bkblk\", COUNT(DISTINCT \"bkblk\") AS distinct_entities\nFROM \"c4\"\nGROUP BY \"bkblk\"\nORDER BY distinct_entities DESC\nLIMIT 10;","notes":"Applied the required top-k distinct coverage template with bound roles group_col=\"bkblk\" and entity_col=\"bkblk\" on single table \"c4\"."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7853c7fae5614091/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7853c7fae5614091/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7978c7fd137d3b2a/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7978c7fd137d3b2a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..09a8508050575f8a14e324e4a710147981cbb234 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7978c7fd137d3b2a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=thrsk. +Result preview: [{"thrsk": "t", "distinct_entities": 1}, {"thrsk": "f", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7978c7fd137d3b2a/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7978c7fd137d3b2a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0ce1c51d5958ec780b7ddc4de9778a1825ecb916 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7978c7fd137d3b2a/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: c4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c4_7978c7fd137d3b2a +-- problem_id: v2p_c4_0b1916af38078dc7 +-- realization_mode: agent +-- source_kind: agent +SELECT "thrsk", COUNT(DISTINCT "thrsk") AS "distinct_entities" +FROM "c4" +WHERE "wkovl" = 't' +GROUP BY "thrsk" +ORDER BY "distinct_entities" DESC +LIMIT 15; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7978c7fd137d3b2a/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7978c7fd137d3b2a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d0042cbc7d9df8b6eeaddfc9256ce0c7be042e46 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7978c7fd137d3b2a/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_filtered_distinct_topk\nSELECT \"thrsk\", COUNT(DISTINCT \"thrsk\") AS \"distinct_entities\"\nFROM \"c4\"\nWHERE \"wkovl\" = 't'\nGROUP BY \"thrsk\"\nORDER BY \"distinct_entities\" DESC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"thrsk\\\", COUNT(DISTINCT \\\"thrsk\\\") AS \\\"distinct_entities\\\"\\nFROM \\\"c4\\\"\\nWHERE \\\"wkovl\\\" = 't'\\nGROUP BY \\\"thrsk\\\"\\nORDER BY \\\"distinct_entities\\\" DESC\\nLIMIT 15;\", \"columns\": [\"thrsk\", \"distinct_entities\"], \"rows\": [{\"thrsk\": \"t\", \"distinct_entities\": 1}, {\"thrsk\": \"f\", \"distinct_entities\": 1}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.28}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7978c7fd137d3b2a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7978c7fd137d3b2a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..058b961ece74789350f09074b2752480d2a39b06 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7978c7fd137d3b2a/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "c4", + "started_at": "2026-05-19T15:58:39.298392+00:00", + "ended_at": "2026-05-19T15:58:50.462815+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c4_7978c7fd137d3b2a", + "problem_id": "v2p_c4_0b1916af38078dc7", + "dataset_id": "c4", + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=thrsk.", + "bindings": { + "group_col": "thrsk", + "predicate_col": "wkovl", + "predicate_op": "=", + "predicate_value": "t", + "entity_col": "thrsk", + "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": 0.0, + "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", + "entity_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "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=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", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/sql/v2q_c4_7978c7fd137d3b2a.sql", + "usage_summary": { + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_7978c7fd137d3b2a", + "api_calls": 0, + "input_tokens": 17073, + "cached_input_tokens": 12032, + "output_tokens": 459, + "total_tokens": 17532, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11158.36, + "sql_execution_elapsed_ms_total": 1.28, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7978c7fd137d3b2a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7978c7fd137d3b2a/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7978c7fd137d3b2a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..eb45c4a867021baaac6df74e4ee79db5fb12d1d6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7978c7fd137d3b2a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:58:50.460275+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": 11158.36, "started_at": "2026-05-19T15:58:39.301047+00:00", "ended_at": "2026-05-19T15:58:50.459445+00:00", "prompt_metrics": {"chars": 15550, "bytes_utf8": 15550, "lines": 544, "estimated_tokens": null}, "response_metrics": {"chars": 503, "bytes_utf8": 503, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17073, "cached_input_tokens": 12032, "output_tokens": 459, "reasoning_output_tokens": 320}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"thrsk\\\", COUNT(DISTINCT \\\"thrsk\\\") AS \\\"distinct_entities\\\"\\nFROM \\\"c4\\\"\\nWHERE \\\"wkovl\\\" = 't'\\nGROUP BY \\\"thrsk\\\"\\nORDER BY \\\"distinct_entities\\\" DESC\\nLIMIT 15;\",\"notes\":\"Used the provided template with \\\"thrsk\\\" as both the grouping and distinct-count column, filtered to rows where \\\"wkovl\\\" = 't'. Since the grouped column and distinct-count column are the same, each non-NULL group will usually have a distinct count of 1.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7978c7fd137d3b2a/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7978c7fd137d3b2a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..956fa67b3566c9eb4ccb04d4872471d9e77428b1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7978c7fd137d3b2a/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_7978c7fd137d3b2a", + "api_calls": 0, + "input_tokens": 17073, + "cached_input_tokens": 12032, + "output_tokens": 459, + "total_tokens": 17532, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11158.36, + "sql_execution_elapsed_ms_total": 1.28, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7978c7fd137d3b2a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7d40a57446d71123/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7d40a57446d71123/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..744e5a6e992c76905b3bd11d84d053da9881063e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7d40a57446d71123/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "l", "support": 2205, "support_share": 0.6899249061326659, "cumulative_support": 2205}, {"value_label": "g", "support": 991, "support_share": 0.3100750938673342, "cumulative_support": 3196}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7d40a57446d71123/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7d40a57446d71123/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..cc665a668c93b2b0951fd3a23b692ef6119ba99c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7d40a57446d71123/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: c4 +-- 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_c4_7d40a57446d71123 +-- problem_id: v2p_c4_e0c6464f2f14a0d8 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "dwipd" AS value_label, COUNT(*) AS support + FROM "c4" + GROUP BY "dwipd" +), 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_a/c4/artifacts/v2q_c4_7d40a57446d71123/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7d40a57446d71123/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bd23434c39f0ca26aa605a03814f5fe32857c3aa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7d40a57446d71123/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_a\n-- sql_source_dataset_id: c4\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_c4_7d40a57446d71123\n-- problem_id: v2p_c4_e0c6464f2f14a0d8\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"dwipd\" AS value_label, COUNT(*) AS support\n FROM \"c4\"\n GROUP BY \"dwipd\"\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_a\\n-- sql_source_dataset_id: c4\\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_c4_7d40a57446d71123\\n-- problem_id: v2p_c4_e0c6464f2f14a0d8\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"dwipd\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c4\\\"\\n GROUP BY \\\"dwipd\\\"\\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\": \"l\", \"support\": 2205, \"support_share\": 0.6899249061326659, \"cumulative_support\": 2205}, {\"value_label\": \"g\", \"support\": 991, \"support_share\": 0.3100750938673342, \"cumulative_support\": 3196}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.1}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7d40a57446d71123/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7d40a57446d71123/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..abe8061f50324bf414ecd0a25964b4352b116b48 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7d40a57446d71123/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "c4", + "started_at": "2026-05-19T15:58:50.473052+00:00", + "ended_at": "2026-05-19T15:58:50.474788+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c4_7d40a57446d71123", + "problem_id": "v2p_c4_e0c6464f2f14a0d8", + "dataset_id": "c4", + "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=dwipd.", + "bindings": { + "group_col": "dwipd" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=5", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/sql/v2q_c4_7d40a57446d71123.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_a/c4/artifacts/v2q_c4_7d40a57446d71123/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7d40a57446d71123/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7d40a57446d71123/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_a/c4/artifacts/v2q_c4_7dae300d8dbd1559/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7dae300d8dbd1559/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fd4ff2ad8a4d56136290a45e85cec351c02b9eef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7dae300d8dbd1559/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15470, "bytes_utf8": 15470, "lines": 543, "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": 494, "bytes_utf8": 494, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17054, "cached_input_tokens": 12032, "output_tokens": 355, "reasoning_output_tokens": 225}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7dae300d8dbd1559/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7dae300d8dbd1559/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c687fee66a4344040e72d07d985a4f6057941658 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7dae300d8dbd1559/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": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_7dae300d8dbd1559", + "api_calls": 0, + "input_tokens": 17054, + "cached_input_tokens": 12032, + "output_tokens": 355, + "total_tokens": 17409, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18951.85, + "sql_execution_elapsed_ms_total": 1.25, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7dae300d8dbd1559/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7dae300d8dbd1559/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7dae300d8dbd1559/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9c519b3834ac7f16531ba3eeb42a770350cbdc42 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7dae300d8dbd1559/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": "2026-05-19T15:32:33.766659+00:00", + "ended_at": "2026-05-19T15:32:52.718534+00:00", + "elapsed_ms": 18951.85, + "prompt_metrics": { + "chars": 15470, + "bytes_utf8": 15470, + "lines": 543, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1856, + "bytes_utf8": 1856, + "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": 494, + "bytes_utf8": 494, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17054, + "cached_input_tokens": 12032, + "output_tokens": 355, + "reasoning_output_tokens": 225 + } + }, + "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_a/c4/artifacts/v2q_c4_7dae300d8dbd1559/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7dae300d8dbd1559/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cee2c5a9e5a8fef0b924b59032bb012e11031d2d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7dae300d8dbd1559/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,543 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +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": "c4", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=skach, condition_col=skach.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "skach", + "condition_col": "skach", + "condition_value": "t", + "positive_value": "f", + "negative_value": "t", + "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": 0.0, + "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_a/c4/artifacts/v2q_c4_7dae300d8dbd1559/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7dae300d8dbd1559/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c1554d0f4f508d33ce7078cc7271230b5cbf70f1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7dae300d8dbd1559/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,7 @@ +{"type":"thread.started","thread_id":"019e40de-0a76-7da3-aa25-5619a0fd930d"} +{"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 1985959, Requested 17689. Please try again in 109ms. 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 17689. Please try again in 530ms. 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 17689. Please try again in 530ms. 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_condition_rate\\nSELECT \\\"skach\\\",\\n AVG(CASE WHEN \\\"skach\\\" = 't' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"skach\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Applied the provided Grouped Condition Rate template with group_col and condition_col both bound to \\\"skach\\\" and condition_value bound to 't'. Because the grouping and condition use the same column, the resulting rate is deterministic within each \\\"skach\\\" group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17054,"cached_input_tokens":12032,"output_tokens":355,"reasoning_output_tokens":225}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7dae300d8dbd1559/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7dae300d8dbd1559/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e2640e179e8f9f5accc833699d0a01eb023a3707 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7dae300d8dbd1559/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"skach\",\n AVG(CASE WHEN \"skach\" = 't' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"c4\"\nGROUP BY \"skach\"\nORDER BY \"condition_rate\" DESC;","notes":"Applied the provided Grouped Condition Rate template with group_col and condition_col both bound to \"skach\" and condition_value bound to 't'. 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"sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15529, "bytes_utf8": 15529, "lines": 544, "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": 362, "bytes_utf8": 362, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17088, "cached_input_tokens": 12032, "output_tokens": 415, "reasoning_output_tokens": 295}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7fd9c96b92c8d691/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7fd9c96b92c8d691/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..df2958a709b4e47a720547e957c72d6f21fdb140 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7fd9c96b92c8d691/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": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_7fd9c96b92c8d691", + "api_calls": 0, + "input_tokens": 17088, + "cached_input_tokens": 12032, + "output_tokens": 415, + "total_tokens": 17503, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10353.65, + "sql_execution_elapsed_ms_total": 4.13, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7fd9c96b92c8d691/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7fd9c96b92c8d691/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7fd9c96b92c8d691/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e53220a26cc7f3150971a9a9f984b167eca6ab9d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7fd9c96b92c8d691/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": "2026-05-19T15:39:15.330925+00:00", + "ended_at": "2026-05-19T15:39:25.684610+00:00", + "elapsed_ms": 10353.65, + "prompt_metrics": { + "chars": 15529, + "bytes_utf8": 15529, + "lines": 544, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 737, + "bytes_utf8": 737, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 362, + "bytes_utf8": 362, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17088, + "cached_input_tokens": 12032, + "output_tokens": 415, + "reasoning_output_tokens": 295 + } + }, + "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_a/c4/artifacts/v2q_c4_7fd9c96b92c8d691/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7fd9c96b92c8d691/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e4cb72d14f2d1a5ae5239a00ca78fdb9846ebb4a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7fd9c96b92c8d691/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,544 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c4", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=bknwy, group_col_2=rxmsq.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "bknwy", + "group_col_2": "rxmsq", + "predicate_col": "reskr", + "predicate_op": "=", + "predicate_value": "f", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "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}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7fd9c96b92c8d691/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7fd9c96b92c8d691/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2485acc2735b36cfefbff92cb61568889fd54a26 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7fd9c96b92c8d691/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e4-2b38-7f21-a97b-0ec498d9e30f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"bknwy\\\", \\\"rxmsq\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c4\\\"\\nWHERE \\\"reskr\\\" = 'f'\\nGROUP BY \\\"bknwy\\\", \\\"rxmsq\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Uses the planned filtered two-dimensional group count template with group_col=\\\"bknwy\\\", group_col_2=\\\"rxmsq\\\", and predicate \\\"reskr\\\" = 'f'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17088,"cached_input_tokens":12032,"output_tokens":415,"reasoning_output_tokens":295}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7fd9c96b92c8d691/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7fd9c96b92c8d691/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c4abd388e44ac914d656ab50f569466815d2ddfb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7fd9c96b92c8d691/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"bknwy\", \"rxmsq\", COUNT(*) AS \"row_count\"\nFROM \"c4\"\nWHERE \"reskr\" = 'f'\nGROUP BY \"bknwy\", \"rxmsq\"\nORDER BY \"row_count\" DESC;","notes":"Uses the planned filtered two-dimensional group count template with group_col=\"bknwy\", group_col_2=\"rxmsq\", and predicate \"reskr\" = 'f'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7fd9c96b92c8d691/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7fd9c96b92c8d691/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7fe8fabb7d614e9d/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7fe8fabb7d614e9d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e7992fd729acb6eb10ca28383e5a050af9ec2e58 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7fe8fabb7d614e9d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15522, "bytes_utf8": 15522, "lines": 543, "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": 540, "bytes_utf8": 540, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17098, "cached_input_tokens": 15744, "output_tokens": 518, "reasoning_output_tokens": 364}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7fe8fabb7d614e9d/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7fe8fabb7d614e9d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5776b27133826e419703152fe6601e7e645ad8ff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7fe8fabb7d614e9d/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": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_7fe8fabb7d614e9d", + "api_calls": 0, + "input_tokens": 17098, + "cached_input_tokens": 15744, + "output_tokens": 518, + "total_tokens": 17616, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10562.04, + "sql_execution_elapsed_ms_total": 2.23, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7fe8fabb7d614e9d/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7fe8fabb7d614e9d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7fe8fabb7d614e9d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8dc7bfc42df30bb4fb5d0cf5e809d84838f0a14d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7fe8fabb7d614e9d/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": "2026-05-19T15:50:07.272567+00:00", + "ended_at": "2026-05-19T15:50:17.834638+00:00", + "elapsed_ms": 10562.04, + "prompt_metrics": { + "chars": 15522, + "bytes_utf8": 15522, + "lines": 543, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 915, + "bytes_utf8": 915, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 540, + "bytes_utf8": 540, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17098, + "cached_input_tokens": 15744, + "output_tokens": 518, + "reasoning_output_tokens": 364 + } + }, + "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_a/c4/artifacts/v2q_c4_7fe8fabb7d614e9d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7fe8fabb7d614e9d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..041fbcf06d79749a6228e7e7c23dec78c2a5d39c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7fe8fabb7d614e9d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,543 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c4", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=bkon8, group_col_2=wkna8, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "bkon8", + "group_col_2": "wkna8", + "target_col": "class", + "target_value": "nowin", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "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}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7fe8fabb7d614e9d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7fe8fabb7d614e9d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..79f49f12c8e2358145a579593c5e13c509d71a98 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7fe8fabb7d614e9d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ee-1db3-75f1-9b10-80b703b938db"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bkon8\\\", \\\"wkna8\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'nowin' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bkon8\\\", \\\"wkna8\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Uses the provided Two-Axis Target Rate Surface template with group_col=\\\"bkon8\\\", group_col_2=\\\"wkna8\\\", and target_col=\\\"class\\\", computing the within-group proportion of rows where class='nowin'. Unused bindings were not applied because they are not part of the provided template skeleton.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17098,"cached_input_tokens":15744,"output_tokens":518,"reasoning_output_tokens":364}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7fe8fabb7d614e9d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7fe8fabb7d614e9d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5dab9eded18f3ab11e89c41632f14bb1d7b7c8fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7fe8fabb7d614e9d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bkon8\", \"wkna8\",\n AVG(CASE WHEN \"class\" = 'nowin' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c4\"\nGROUP BY \"bkon8\", \"wkna8\"\nORDER BY \"target_rate\" DESC;","notes":"Uses the provided Two-Axis Target Rate Surface template with group_col=\"bkon8\", group_col_2=\"wkna8\", and target_col=\"class\", computing the within-group proportion of rows where class='nowin'. Unused bindings were not applied because they are not part of the provided template skeleton."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7fe8fabb7d614e9d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7fe8fabb7d614e9d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_836af653e148ac81/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_836af653e148ac81/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6e25eb76295c9983f1742457e0365f21e6ef13f0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_836af653e148ac81/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=simpl. +Result preview: [{"simpl": "t", "distinct_entities": 1}, {"simpl": "f", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_836af653e148ac81/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_836af653e148ac81/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9b0882506f8f125b35a175540b33945dc3b3bb90 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_836af653e148ac81/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: c4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c4_836af653e148ac81 +-- problem_id: v2p_c4_ead24d1d705c67ea +-- realization_mode: agent +-- source_kind: agent +SELECT "simpl", COUNT(DISTINCT "simpl") AS "distinct_entities" +FROM "c4" +WHERE "spcop" = 'f' +GROUP BY "simpl" +ORDER BY "distinct_entities" DESC +LIMIT 19; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_836af653e148ac81/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_836af653e148ac81/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..916593a4b69c1836309441fd73b7eef1e5c7e567 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_836af653e148ac81/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_clickbench_filtered_distinct_topk\nSELECT \"simpl\", COUNT(DISTINCT \"simpl\") AS \"distinct_entities\"\nFROM \"c4\"\nWHERE \"spcop\" = 'f'\nGROUP BY \"simpl\"\nORDER BY \"distinct_entities\" DESC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"simpl\\\", COUNT(DISTINCT \\\"simpl\\\") AS \\\"distinct_entities\\\"\\nFROM \\\"c4\\\"\\nWHERE \\\"spcop\\\" = 'f'\\nGROUP BY \\\"simpl\\\"\\nORDER BY \\\"distinct_entities\\\" DESC\\nLIMIT 19;\", \"columns\": [\"simpl\", \"distinct_entities\"], \"rows\": [{\"simpl\": \"t\", \"distinct_entities\": 1}, {\"simpl\": \"f\", \"distinct_entities\": 1}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.36}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_836af653e148ac81/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_836af653e148ac81/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0de56a187c10db25c8d1f129d0e6651d885c4500 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_836af653e148ac81/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "c4", + "started_at": "2026-05-19T15:56:59.320870+00:00", + "ended_at": "2026-05-19T15:57:12.712296+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c4_836af653e148ac81", + "problem_id": "v2p_c4_ead24d1d705c67ea", + "dataset_id": "c4", + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=simpl.", + "bindings": { + "group_col": "simpl", + "predicate_col": "spcop", + "predicate_op": "=", + "predicate_value": "f", + "entity_col": "simpl", + "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": 0.0, + "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", + "entity_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "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=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", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/sql/v2q_c4_836af653e148ac81.sql", + "usage_summary": { + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_836af653e148ac81", + "api_calls": 0, + "input_tokens": 17069, + "cached_input_tokens": 15744, + "output_tokens": 337, + "total_tokens": 17406, + "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": 12380.14, + "sql_execution_elapsed_ms_total": 3.36, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_836af653e148ac81/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_836af653e148ac81/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_836af653e148ac81/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..90dfbc75c4fa9a85747abe0ca0dad366b10fc37f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_836af653e148ac81/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:57:02.701913+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": 3378.76, "started_at": "2026-05-19T15:56:59.322440+00:00", "ended_at": "2026-05-19T15:57:02.701220+00:00", "prompt_metrics": {"chars": 15550, "bytes_utf8": 15550, "lines": 544, "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\":\"019e40f4-6772-7d33-9cb2-e1bf66cfabdb\"}\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": "2026-05-19T15:57:12.706234+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": 9001.38, "started_at": "2026-05-19T15:57:03.703184+00:00", "ended_at": "2026-05-19T15:57:12.704605+00:00", "prompt_metrics": {"chars": 15550, "bytes_utf8": 15550, "lines": 544, "estimated_tokens": null}, "response_metrics": {"chars": 497, "bytes_utf8": 497, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17069, "cached_input_tokens": 15744, "output_tokens": 337, "reasoning_output_tokens": 208}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"simpl\\\", COUNT(DISTINCT \\\"simpl\\\") AS \\\"distinct_entities\\\"\\nFROM \\\"c4\\\"\\nWHERE \\\"spcop\\\" = 'f'\\nGROUP BY \\\"simpl\\\"\\nORDER BY \\\"distinct_entities\\\" DESC\\nLIMIT 19;\",\"notes\":\"Uses the bound template exactly with group_col=\\\"simpl\\\", entity_col=\\\"simpl\\\", and predicate \\\"spcop\\\" = 'f'. Because the grouped column and distinct-count column are the same, each returned group will typically have a distinct_entities value of 1.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_836af653e148ac81/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_836af653e148ac81/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e935aa456a77665ca5087bc0f6ad452114eaf80a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_836af653e148ac81/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_836af653e148ac81", + "api_calls": 0, + "input_tokens": 17069, + "cached_input_tokens": 15744, + "output_tokens": 337, + "total_tokens": 17406, + "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": 12380.14, + "sql_execution_elapsed_ms_total": 3.36, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_836af653e148ac81/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8511ed35bb29810f/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8511ed35bb29810f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..69e8990e28a7c0bc84920444157ff247e68a0976 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8511ed35bb29810f/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15326, "bytes_utf8": 15326, "lines": 540, "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": 331, "bytes_utf8": 331, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17036, "cached_input_tokens": 15744, "output_tokens": 294, "reasoning_output_tokens": 189}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8511ed35bb29810f/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8511ed35bb29810f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3ecb64b595c0b0ce2b3f134db565e7f876a39d02 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8511ed35bb29810f/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": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_8511ed35bb29810f", + "api_calls": 0, + "input_tokens": 17036, + "cached_input_tokens": 15744, + "output_tokens": 294, + "total_tokens": 17330, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9025.19, + "sql_execution_elapsed_ms_total": 3.0, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8511ed35bb29810f/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8511ed35bb29810f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8511ed35bb29810f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3ace343ff0aec6430ac099831080e1d8ec690ffe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8511ed35bb29810f/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:55:51.041731+00:00", + "ended_at": "2026-05-19T15:56:00.066951+00:00", + "elapsed_ms": 9025.19, + "prompt_metrics": { + "chars": 15326, + "bytes_utf8": 15326, + "lines": 540, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 698, + "bytes_utf8": 698, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 331, + "bytes_utf8": 331, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17036, + "cached_input_tokens": 15744, + "output_tokens": 294, + "reasoning_output_tokens": 189 + } + }, + "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_a/c4/artifacts/v2q_c4_8511ed35bb29810f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8511ed35bb29810f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e96a8e1c6d36f8a3e7dc343d32e16bb6130ede61 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8511ed35bb29810f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,540 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c4", + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=bkona, group_col_2=rxmsq.", + "planned_template_id": "tpl_clickbench_two_dimensional_topk_count", + "bindings": { + "group_col": "bkona", + "group_col_2": "rxmsq", + "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": 0.0, + "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}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8511ed35bb29810f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8511ed35bb29810f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4a8ae5645b7cf52e381ba04696f7b5e0bd46489f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8511ed35bb29810f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-5c95-70f0-88cf-e73bd3d070d6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"bkona\\\", \\\"rxmsq\\\", COUNT(*) AS \\\"support\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bkona\\\", \\\"rxmsq\\\"\\nORDER BY \\\"support\\\" DESC\\nLIMIT 13;\",\"notes\":\"Uses the required Two-Dimensional Top-k Count template with group_col=\\\"bkona\\\", group_col_2=\\\"rxmsq\\\", and top_k=13.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17036,"cached_input_tokens":15744,"output_tokens":294,"reasoning_output_tokens":189}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8511ed35bb29810f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8511ed35bb29810f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b7fece4fdb472179f7b50ea359ac0003e778437 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8511ed35bb29810f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_two_dimensional_topk_count\nSELECT \"bkona\", \"rxmsq\", COUNT(*) AS \"support\"\nFROM \"c4\"\nGROUP BY \"bkona\", \"rxmsq\"\nORDER BY \"support\" DESC\nLIMIT 13;","notes":"Uses the required Two-Dimensional Top-k Count template with group_col=\"bkona\", group_col_2=\"rxmsq\", and top_k=13."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8511ed35bb29810f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8511ed35bb29810f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_858d834f4a086438/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_858d834f4a086438/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..835d50b8094ed90b6296f1a78b1a2359be3c9be5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_858d834f4a086438/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=qxmsq, target_col=class. +Result preview: [{"qxmsq": "t", "support": 97, "focus_rate": 0.5567010309278351}, {"qxmsq": "f", "support": 3099, "focus_rate": 0.521135850274282}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_858d834f4a086438/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_858d834f4a086438/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..10411b044c0f7aba1ad8bba62bf16bb82f15d43c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_858d834f4a086438/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: c4 +-- 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_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c4_858d834f4a086438 +-- problem_id: v2p_c4_4dc84850ab949cd7 +-- realization_mode: agent +-- source_kind: agent +SELECT + "qxmsq", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'won' THEN 1 ELSE 0 END) AS focus_rate +FROM "c4" +GROUP BY "qxmsq" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 15; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_858d834f4a086438/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_858d834f4a086438/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..04d9c90d2789aa84719bbeed56a05a0c3ab647cd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_858d834f4a086438/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_tail_target_rate_extremes_v2\nSELECT\n \"qxmsq\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'won' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c4\"\nGROUP BY \"qxmsq\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"qxmsq\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'won' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c4\\\"\\nGROUP BY \\\"qxmsq\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 15;\", \"columns\": [\"qxmsq\", \"support\", \"focus_rate\"], \"rows\": [{\"qxmsq\": \"t\", \"support\": 97, \"focus_rate\": 0.5567010309278351}, {\"qxmsq\": \"f\", \"support\": 3099, \"focus_rate\": 0.521135850274282}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.69}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_858d834f4a086438/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_858d834f4a086438/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..dc2296bf57f83040fe5d133bdc51157ca9b4d582 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_858d834f4a086438/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "c4", + "started_at": "2026-05-19T15:47:21.926964+00:00", + "ended_at": "2026-05-19T15:47:29.225114+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c4_858d834f4a086438", + "problem_id": "v2p_c4_4dc84850ab949cd7", + "dataset_id": "c4", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "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 Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=qxmsq, target_col=class.", + "bindings": { + "group_col": "qxmsq", + "target_col": "class", + "target_value": "won", + "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": 0.0, + "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", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=90" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "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_a/c4/sql/v2q_c4_858d834f4a086438.sql", + "usage_summary": { + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_858d834f4a086438", + "api_calls": 0, + "input_tokens": 17108, + "cached_input_tokens": 15744, + "output_tokens": 239, + "total_tokens": 17347, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7289.96, + "sql_execution_elapsed_ms_total": 2.69, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_858d834f4a086438/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_858d834f4a086438/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_858d834f4a086438/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..305c82c06d533021f4e0af120d124274fda67c84 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_858d834f4a086438/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:47:29.220537+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": 7289.96, "started_at": "2026-05-19T15:47:21.929341+00:00", "ended_at": "2026-05-19T15:47:29.219338+00:00", "prompt_metrics": {"chars": 15562, "bytes_utf8": 15562, "lines": 541, "estimated_tokens": null}, "response_metrics": {"chars": 454, "bytes_utf8": 454, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17108, "cached_input_tokens": 15744, "output_tokens": 239, "reasoning_output_tokens": 96}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"qxmsq\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'won' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c4\\\"\\nGROUP BY \\\"qxmsq\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 15;\",\"notes\":\"Applies the Tail Target-Rate Extremes template with group_col=\\\"qxmsq\\\" and target_col=\\\"class\\\", measuring the share of rows where class='won' per qxmsq value.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_858d834f4a086438/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_858d834f4a086438/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8a21895e542df613e7951280b4b8e1a0d55b98f0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_858d834f4a086438/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_858d834f4a086438", + "api_calls": 0, + "input_tokens": 17108, + "cached_input_tokens": 15744, + "output_tokens": 239, + "total_tokens": 17347, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7289.96, + "sql_execution_elapsed_ms_total": 2.69, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_858d834f4a086438/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_88604f0ad4818788/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_88604f0ad4818788/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6fb182dc9597c1266239f9d9331a55ae6854c01c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_88604f0ad4818788/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": "2026-05-19T15:56:07.562938+00:00", + "ended_at": "2026-05-19T15:56:10.928958+00:00", + "elapsed_ms": 3366.0, + "returncode": 1, + "prompt_metrics": { + "chars": 15326, + "bytes_utf8": 15326, + "lines": 540, + "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_a/c4/artifacts/v2q_c4_88604f0ad4818788/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_88604f0ad4818788/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6815470a4b68eda205855b7d6466946932bd700e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_88604f0ad4818788/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:56:11.931313+00:00", + "ended_at": "2026-05-19T15:56:14.745873+00:00", + "elapsed_ms": 2814.52, + "returncode": 1, + "prompt_metrics": { + "chars": 15326, + "bytes_utf8": 15326, + "lines": 540, + "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_a/c4/artifacts/v2q_c4_88604f0ad4818788/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_88604f0ad4818788/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c9c8e3225fd76e1f2d48da5d86d531251c54ca36 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_88604f0ad4818788/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,540 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c4", + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=bkona, group_col_2=skach.", + "planned_template_id": "tpl_clickbench_two_dimensional_topk_count", + "bindings": { + "group_col": "bkona", + "group_col_2": "skach", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "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}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_88604f0ad4818788/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_88604f0ad4818788/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c9c8e3225fd76e1f2d48da5d86d531251c54ca36 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_88604f0ad4818788/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,540 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c4", + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=bkona, group_col_2=skach.", + "planned_template_id": "tpl_clickbench_two_dimensional_topk_count", + "bindings": { + "group_col": "bkona", + "group_col_2": "skach", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "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}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_88604f0ad4818788/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_88604f0ad4818788/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e7f326011c983c6fd9f7279dfef462de14018cbe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_88604f0ad4818788/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-9d1d-7a72-a20f-b23b630c77a2"} +{"type":"turn.started"} +{"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_a/c4/artifacts/v2q_c4_88604f0ad4818788/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_88604f0ad4818788/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f0b7baded0505bc76edc7baa5244347eb29a742b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_88604f0ad4818788/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-9d1d-7a72-a20f-b23b630c77a2"} +{"type":"turn.started"} +{"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_a/c4/artifacts/v2q_c4_88604f0ad4818788/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_88604f0ad4818788/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..07acefaf818eccbe9e0dc5526322d75b33bfa171 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_88604f0ad4818788/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-ae23-7990-87f7-bed06d923b51"} +{"type":"turn.started"} +{"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_a/c4/artifacts/v2q_c4_88604f0ad4818788/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_88604f0ad4818788/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d1c5f02ace5487f94727182c0ddc7857a496d508 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_88604f0ad4818788/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-ae23-7990-87f7-bed06d923b51"} +{"type":"turn.started"} +{"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_a/c4/artifacts/v2q_c4_88604f0ad4818788/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_88604f0ad4818788/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_88604f0ad4818788/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_88604f0ad4818788/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_892bf020e9899334/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_892bf020e9899334/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..32c37b84819b25264d86a68d3ea214c7f4bc4146 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_892bf020e9899334/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "c4", + "started_at": "2026-05-19T15:54:58.064053+00:00", + "ended_at": "2026-05-19T15:55:06.646888+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c4_892bf020e9899334", + "problem_id": "v2p_c4_dee8f10d1ec5f5ae", + "dataset_id": "c4", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "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 Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=bkspr.", + "bindings": { + "group_col": "bkspr", + "predicate_col": "blxwp", + "predicate_op": "=", + "predicate_value": "t", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "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", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=115" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "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_a/c4/artifacts/v2q_c4_892bf020e9899334/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_892bf020e9899334/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..06dc26e23a14fdcd7ccc3feb598e659c588ddada --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_892bf020e9899334/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:55:01.387117+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": 3320.96, "started_at": "2026-05-19T15:54:58.065372+00:00", "ended_at": "2026-05-19T15:55:01.386356+00:00", "prompt_metrics": {"chars": 15411, "bytes_utf8": 15411, "lines": 542, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f2-8d92-79e2-b05b-7d9aa1e91199\"}\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": "2026-05-19T15:55:06.646802+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": 4256.84, "started_at": "2026-05-19T15:55:02.389210+00:00", "ended_at": "2026-05-19T15:55:06.646095+00:00", "prompt_metrics": {"chars": 15411, "bytes_utf8": 15411, "lines": 542, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f2-9ea0-7282-8629-ed61c7138a8a\"}\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_a/c4/artifacts/v2q_c4_895705646bb21727/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_895705646bb21727/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e58b380f944818fe8c5860333c4fb3999bd17010 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_895705646bb21727/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15566, "bytes_utf8": 15566, "lines": 541, "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": 435, "bytes_utf8": 435, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17106, "cached_input_tokens": 15744, "output_tokens": 326, "reasoning_output_tokens": 186}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_895705646bb21727/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_895705646bb21727/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..07ef01d32b2709c02f5dc1de87b92c7d6d525bad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_895705646bb21727/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": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_895705646bb21727", + "api_calls": 0, + "input_tokens": 17106, + "cached_input_tokens": 15744, + "output_tokens": 326, + "total_tokens": 17432, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12695.45, + "sql_execution_elapsed_ms_total": 3.42, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_895705646bb21727/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_895705646bb21727/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_895705646bb21727/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d5a3e9ffe0dd7d88053944dc53e784fee5af8e4c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_895705646bb21727/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:48:35.578300+00:00", + "ended_at": "2026-05-19T15:48:48.273779+00:00", + "elapsed_ms": 12695.45, + "prompt_metrics": { + "chars": 15566, + "bytes_utf8": 15566, + "lines": 541, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1127, + "bytes_utf8": 1127, + "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": 435, + "bytes_utf8": 435, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17106, + "cached_input_tokens": 15744, + "output_tokens": 326, + "reasoning_output_tokens": 186 + } + }, + "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_a/c4/artifacts/v2q_c4_895705646bb21727/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_895705646bb21727/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8dfde5f3bf39add0afc368ac91815e1b77550284 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_895705646bb21727/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,541 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c4", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=reskr, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "reskr", + "target_col": "class", + "target_value": "nowin", + "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": 0.0, + "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,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_895705646bb21727/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_895705646bb21727/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c07fd341c9c448dda7fa810a192799d568066406 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_895705646bb21727/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40ec-b77f-7142-acf2-eac11f864a36"} +{"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 1993150, Requested 17741. Please try again in 326ms. 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_tail_target_rate_extremes_v2\\nSELECT\\n \\\"reskr\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'nowin' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c4\\\"\\nGROUP BY \\\"reskr\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 18;\",\"notes\":\"Applied tpl_tail_target_rate_extremes_v2 with group_col=\\\"reskr\\\", target_col=\\\"class\\\", target_value='nowin', min_support=4, and top_k=18.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17106,"cached_input_tokens":15744,"output_tokens":326,"reasoning_output_tokens":186}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_895705646bb21727/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_895705646bb21727/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6be9eec30b7dc6fb2d1fcb44357b0369b5f2245e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_895705646bb21727/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"reskr\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'nowin' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c4\"\nGROUP BY \"reskr\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 18;","notes":"Applied tpl_tail_target_rate_extremes_v2 with group_col=\"reskr\", target_col=\"class\", target_value='nowin', min_support=4, and top_k=18."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_895705646bb21727/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_895705646bb21727/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_899e3763e4a97057/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_899e3763e4a97057/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6d02df73f3a50cf1542d35718fa55df0658c5254 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_899e3763e4a97057/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": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_899e3763e4a97057", + "api_calls": 0, + "input_tokens": 17206, + "cached_input_tokens": 12032, + "output_tokens": 480, + "total_tokens": 17686, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10767.76, + "sql_execution_elapsed_ms_total": 1.44, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_899e3763e4a97057/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_899e3763e4a97057/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_899e3763e4a97057/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cd0ffcd963416e4166d6b9183d4b561fd0e694ec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_899e3763e4a97057/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:37:08.391962+00:00", + "ended_at": "2026-05-19T15:37:19.159757+00:00", + "elapsed_ms": 10767.76, + "prompt_metrics": { + "chars": 16029, + "bytes_utf8": 16029, + "lines": 543, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1065, + "bytes_utf8": 1065, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 700, + "bytes_utf8": 700, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17206, + "cached_input_tokens": 12032, + "output_tokens": 480, + "reasoning_output_tokens": 286 + } + }, + "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_a/c4/artifacts/v2q_c4_899e3763e4a97057/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_899e3763e4a97057/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d69a977db759b7863b19be16692ded71d927eca7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_899e3763e4a97057/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,543 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +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": "c4", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=bkxbq, condition_col=bkxbq.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "bkxbq", + "condition_col": "bkxbq", + "condition_value": "f", + "positive_value": "f", + "negative_value": "t", + "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": 0.0, + "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_a/c4/artifacts/v2q_c4_899e3763e4a97057/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_899e3763e4a97057/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3cff63720b59c11f23a5916aba0d8574fb2bbb20 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_899e3763e4a97057/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e2-3b25-7692-908d-d1afa69bb158"} +{"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 \\\"bkxbq\\\",\\n SUM(CASE WHEN \\\"bkxbq\\\" = 'f' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"bkxbq\\\" = 't' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c4\\\"\\n GROUP BY \\\"bkxbq\\\"\\n)\\nSELECT \\\"bkxbq\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Uses the required grouped ratio template with both group_col and condition_col bound to \\\"bkxbq\\\". Because the grouping column and condition column are the same, one group will have a zero denominator and yield NULL via NULLIF.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17206,"cached_input_tokens":12032,"output_tokens":480,"reasoning_output_tokens":286}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_899e3763e4a97057/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_899e3763e4a97057/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8a4eb224f3b4045a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8a4eb224f3b4045a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..df0d640f4db39a72f715803caacd865384f9c869 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8a4eb224f3b4045a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:54:31.626352+00:00", + "ended_at": "2026-05-19T15:54:34.918439+00:00", + "elapsed_ms": 3292.06, + "returncode": 1, + "prompt_metrics": { + "chars": 15409, + "bytes_utf8": 15409, + "lines": 542, + "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_a/c4/artifacts/v2q_c4_8a4eb224f3b4045a/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8a4eb224f3b4045a/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..71a1bb5b1f49ec49c96fa16664f93b05f5e6a9ab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8a4eb224f3b4045a/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:54:35.920895+00:00", + "ended_at": "2026-05-19T15:54:39.199335+00:00", + "elapsed_ms": 3278.4, + "returncode": 1, + "prompt_metrics": { + "chars": 15409, + "bytes_utf8": 15409, + "lines": 542, + "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_a/c4/artifacts/v2q_c4_8a4eb224f3b4045a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8a4eb224f3b4045a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6b8454c6717ea4a16b52ea8e0b95d65908ff159f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8a4eb224f3b4045a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,542 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c4", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=bkona.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "bkona", + "predicate_col": "bkona", + "predicate_op": "=", + "predicate_value": "f", + "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": 0.0, + "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}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8a4eb224f3b4045a/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8a4eb224f3b4045a/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6b8454c6717ea4a16b52ea8e0b95d65908ff159f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8a4eb224f3b4045a/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,542 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c4", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=bkona.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "bkona", + "predicate_col": "bkona", + "predicate_op": "=", + "predicate_value": "f", + "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": 0.0, + "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}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8a4eb224f3b4045a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8a4eb224f3b4045a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4ffaec97069a4c98977833372d198a50364f9af3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8a4eb224f3b4045a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-2657-7ed0-aee8-f9294f83d96c"} +{"type":"turn.started"} +{"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_a/c4/artifacts/v2q_c4_8a4eb224f3b4045a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8a4eb224f3b4045a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..26f96c77239155b396891a2f284a2408be04325c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8a4eb224f3b4045a/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-2657-7ed0-aee8-f9294f83d96c"} +{"type":"turn.started"} +{"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_a/c4/artifacts/v2q_c4_8a4eb224f3b4045a/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8a4eb224f3b4045a/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bc82162663d8872ffaefc4b7138c943aa5138aac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8a4eb224f3b4045a/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-3728-7ff0-9fcd-f65d2f9f672a"} +{"type":"turn.started"} +{"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_a/c4/artifacts/v2q_c4_8a4eb224f3b4045a/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8a4eb224f3b4045a/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a04426e5a66e5dfc50b243fdccf9ac911f8ea1ef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8a4eb224f3b4045a/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-3728-7ff0-9fcd-f65d2f9f672a"} +{"type":"turn.started"} +{"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_a/c4/artifacts/v2q_c4_8a4eb224f3b4045a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8a4eb224f3b4045a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8a4eb224f3b4045a/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8a4eb224f3b4045a/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8b02b657c14bc8b8/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8b02b657c14bc8b8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..cfcca3431a457041c3d7a968133f6f6168cf64b6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8b02b657c14bc8b8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=bkona. +Result preview: [{"bkona": "t", "distinct_entities": 1}, {"bkona": "f", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8b02b657c14bc8b8/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8b02b657c14bc8b8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3e5aabed67efeead8f413067c8d7a804cb323da7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8b02b657c14bc8b8/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: c4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c4_8b02b657c14bc8b8 +-- problem_id: v2p_c4_202c5ec066edc79d +-- realization_mode: agent +-- source_kind: agent +SELECT "bkona", COUNT(DISTINCT "bkona") AS "distinct_entities" +FROM "c4" +GROUP BY "bkona" +ORDER BY "distinct_entities" DESC +LIMIT 13; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8b02b657c14bc8b8/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8b02b657c14bc8b8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bfb5548d7ed28b7129496367643b439202a64d60 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8b02b657c14bc8b8/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_distinct_topk\nSELECT \"bkona\", COUNT(DISTINCT \"bkona\") AS \"distinct_entities\"\nFROM \"c4\"\nGROUP BY \"bkona\"\nORDER BY \"distinct_entities\" DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"bkona\\\", COUNT(DISTINCT \\\"bkona\\\") AS \\\"distinct_entities\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bkona\\\"\\nORDER BY \\\"distinct_entities\\\" DESC\\nLIMIT 13;\", \"columns\": [\"bkona\", \"distinct_entities\"], \"rows\": [{\"bkona\": \"t\", \"distinct_entities\": 1}, {\"bkona\": \"f\", \"distinct_entities\": 1}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.23}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8b02b657c14bc8b8/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8b02b657c14bc8b8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..69a98d6c5e07674bf6a614f3d4dd35d899884135 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8b02b657c14bc8b8/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "c4", + "started_at": "2026-05-19T15:29:09.152732+00:00", + "ended_at": "2026-05-19T15:29:17.944822+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c4_8b02b657c14bc8b8", + "problem_id": "v2p_c4_202c5ec066edc79d", + "dataset_id": "c4", + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=bkona.", + "bindings": { + "group_col": "bkona", + "entity_col": "bkona", + "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": 0.0, + "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", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=3" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "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_a/c4/sql/v2q_c4_8b02b657c14bc8b8.sql", + "usage_summary": { + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_8b02b657c14bc8b8", + "api_calls": 0, + "input_tokens": 17017, + "cached_input_tokens": 12032, + "output_tokens": 348, + "total_tokens": 17365, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8786.86, + "sql_execution_elapsed_ms_total": 1.23, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8b02b657c14bc8b8/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8b02b657c14bc8b8/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8b02b657c14bc8b8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4535cee51b67681119dccf67b5d0802e6565af33 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8b02b657c14bc8b8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:29:17.942297+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": 8786.86, "started_at": "2026-05-19T15:29:09.154629+00:00", "ended_at": "2026-05-19T15:29:17.941515+00:00", "prompt_metrics": {"chars": 15340, "bytes_utf8": 15340, "lines": 540, "estimated_tokens": null}, "response_metrics": {"chars": 468, "bytes_utf8": 468, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17017, "cached_input_tokens": 12032, "output_tokens": 348, "reasoning_output_tokens": 222}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"bkona\\\", COUNT(DISTINCT \\\"bkona\\\") AS \\\"distinct_entities\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bkona\\\"\\nORDER BY \\\"distinct_entities\\\" DESC\\nLIMIT 13;\",\"notes\":\"Used the required template with group_col=\\\"bkona\\\" and entity_col=\\\"bkona\\\". Because the grouped column and distinct-counted column are the same, each non-NULL group will typically have distinct_entities = 1, while a NULL group would count as 0.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8b02b657c14bc8b8/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8b02b657c14bc8b8/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f8b48595296d05d8d446e533a50462f4f4c1e831 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8b02b657c14bc8b8/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_8b02b657c14bc8b8", + "api_calls": 0, + "input_tokens": 17017, + "cached_input_tokens": 12032, + "output_tokens": 348, + "total_tokens": 17365, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8786.86, + "sql_execution_elapsed_ms_total": 1.23, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8b02b657c14bc8b8/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8d701d35cd2f711e/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8d701d35cd2f711e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..44e6d0246155406f15bea18f1092a97f9c109310 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8d701d35cd2f711e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15139, "bytes_utf8": 15139, "lines": 538, "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": 255, "bytes_utf8": 255, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16968, "cached_input_tokens": 12032, "output_tokens": 280, "reasoning_output_tokens": 200}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8d701d35cd2f711e/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8d701d35cd2f711e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7236ee1c37e77caf4f75d077d58def43dc2e2506 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8d701d35cd2f711e/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": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_8d701d35cd2f711e", + "api_calls": 0, + "input_tokens": 16968, + "cached_input_tokens": 12032, + "output_tokens": 280, + "total_tokens": 17248, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7342.33, + "sql_execution_elapsed_ms_total": 2.04, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8d701d35cd2f711e/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8d701d35cd2f711e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8d701d35cd2f711e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d0f04e892fd66fcfdf7e841260002d8844af1eb6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8d701d35cd2f711e/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": "2026-05-19T15:30:24.462199+00:00", + "ended_at": "2026-05-19T15:30:31.804566+00:00", + "elapsed_ms": 7342.33, + "prompt_metrics": { + "chars": 15139, + "bytes_utf8": 15139, + "lines": 538, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 613, + "bytes_utf8": 613, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 255, + "bytes_utf8": 255, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16968, + "cached_input_tokens": 12032, + "output_tokens": 280, + "reasoning_output_tokens": 200 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8d701d35cd2f711e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8d701d35cd2f711e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..adc0a4b735aaa44d70fe1352f0d210481ba18baa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8d701d35cd2f711e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,538 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c4", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=dwipd.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "dwipd", + "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": 0.0, + "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}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8d701d35cd2f711e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8d701d35cd2f711e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2bab527e501797ab52b75ddd63fae85794a0abb6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8d701d35cd2f711e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40dc-114a-7993-8f37-47577d83eb85"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"dwipd\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"dwipd\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Applied the grouped-count template on \\\"c4\\\" using \\\"dwipd\\\" as the category column.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16968,"cached_input_tokens":12032,"output_tokens":280,"reasoning_output_tokens":200}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8d701d35cd2f711e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8d701d35cd2f711e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3709a4fe222f2cc319566d59bfa1ab32be0040f1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8d701d35cd2f711e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"dwipd\", COUNT(*) AS \"row_count\"\nFROM \"c4\"\nGROUP BY \"dwipd\"\nORDER BY \"row_count\" DESC;","notes":"Applied the grouped-count template on \"c4\" using \"dwipd\" as the category column."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8d701d35cd2f711e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8d701d35cd2f711e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8d8c93b417a9186f/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8d8c93b417a9186f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7997fb3035483dd7545ba5c1a1c99cc6459c051d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8d8c93b417a9186f/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15459, "bytes_utf8": 15459, "lines": 543, "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": 359, "bytes_utf8": 359, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17054, "cached_input_tokens": 12032, "output_tokens": 386, "reasoning_output_tokens": 282}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8d8c93b417a9186f/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8d8c93b417a9186f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9ca6d56daf6b11f6dd9149cf93c875524f39f70f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8d8c93b417a9186f/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": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_8d8c93b417a9186f", + "api_calls": 0, + "input_tokens": 17054, + "cached_input_tokens": 12032, + "output_tokens": 386, + "total_tokens": 17440, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14315.94, + "sql_execution_elapsed_ms_total": 2.32, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8d8c93b417a9186f/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8d8c93b417a9186f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8d8c93b417a9186f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3f649148be0dfb6ffc984801d9c4a69412c09f98 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8d8c93b417a9186f/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": "2026-05-19T15:34:25.307590+00:00", + "ended_at": "2026-05-19T15:34:39.623564+00:00", + "elapsed_ms": 14315.94, + "prompt_metrics": { + "chars": 15459, + "bytes_utf8": 15459, + "lines": 543, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1050, + "bytes_utf8": 1050, + "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": 359, + "bytes_utf8": 359, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17054, + "cached_input_tokens": 12032, + "output_tokens": 386, + "reasoning_output_tokens": 282 + } + }, + "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_a/c4/artifacts/v2q_c4_8d8c93b417a9186f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8d8c93b417a9186f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..47571be8fec5e3cc110417142eebacdd9ae20f54 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8d8c93b417a9186f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,543 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +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": "c4", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=thrsk, condition_col=thrsk.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "thrsk", + "condition_col": "thrsk", + "condition_value": "f", + "positive_value": "f", + "negative_value": "t", + "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": 0.0, + "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_a/c4/artifacts/v2q_c4_8d8c93b417a9186f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8d8c93b417a9186f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..117bc980e37b5861c4a07a4a81bfe61b3a67aaf7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8d8c93b417a9186f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40df-be13-7c60-a65a-1071c45b28de"} +{"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 1983018, Requested 17689. Please try again in 21ms. 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_condition_rate\\nSELECT \\\"thrsk\\\",\\n AVG(CASE WHEN \\\"thrsk\\\" = 'f' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"thrsk\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Applied the provided Grouped Condition Rate template with both group and condition bound to \\\"thrsk\\\", using condition value 'f'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17054,"cached_input_tokens":12032,"output_tokens":386,"reasoning_output_tokens":282}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8d8c93b417a9186f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8d8c93b417a9186f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dd1b8e2eec0a0e0c163eb10d111ec4d4b96c75ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8d8c93b417a9186f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"thrsk\",\n AVG(CASE WHEN \"thrsk\" = 'f' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"c4\"\nGROUP BY \"thrsk\"\nORDER BY \"condition_rate\" DESC;","notes":"Applied the provided Grouped Condition Rate template with both group and condition bound to \"thrsk\", using condition value 'f'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8d8c93b417a9186f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8d8c93b417a9186f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_90d4593013211864/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_90d4593013211864/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8e25ab5ff0ca34d121d8ae7bbe17c540b6812b26 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_90d4593013211864/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15562, "bytes_utf8": 15562, "lines": 541, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 461, "bytes_utf8": 461, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17105, "cached_input_tokens": 15744, "output_tokens": 435, "reasoning_output_tokens": 289}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_90d4593013211864/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_90d4593013211864/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d01dbcc87439f413565ac17ac04e331d1d79b1a2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_90d4593013211864/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": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_90d4593013211864", + "api_calls": 0, + "input_tokens": 17105, + "cached_input_tokens": 15744, + "output_tokens": 435, + "total_tokens": 17540, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12074.28, + "sql_execution_elapsed_ms_total": 1.55, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_90d4593013211864/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_90d4593013211864/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_90d4593013211864/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..38822fe3d194898aabfbb2456113f555cf7a1ff0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_90d4593013211864/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:47:58.573778+00:00", + "ended_at": "2026-05-19T15:48:10.648094+00:00", + "elapsed_ms": 12074.28, + "prompt_metrics": { + "chars": 15562, + "bytes_utf8": 15562, + "lines": 541, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 836, + "bytes_utf8": 836, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 461, + "bytes_utf8": 461, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17105, + "cached_input_tokens": 15744, + "output_tokens": 435, + "reasoning_output_tokens": 289 + } + }, + "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_a/c4/artifacts/v2q_c4_90d4593013211864/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_90d4593013211864/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c25cd1cd0559ad79f1afe4519ee330ec1dd69730 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_90d4593013211864/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,541 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c4", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=reskd, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "reskd", + "target_col": "class", + "target_value": "won", + "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": 0.0, + "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,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_90d4593013211864/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_90d4593013211864/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4752f9ddb74d31f1f3bc6c804da17f8bb71004c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_90d4593013211864/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ec-2751-7613-abe4-d6f14e5b54f6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"reskd\\\",\\n COUNT(*) AS \\\"support\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'won' THEN 1 ELSE 0 END) AS \\\"focus_rate\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"reskd\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY \\\"focus_rate\\\" DESC, \\\"support\\\" ASC\\nLIMIT 12;\",\"notes\":\"Uses the provided Tail Target-Rate Extremes template with group_col=\\\"reskd\\\", target_col=\\\"class\\\", focused target value 'won', min_support=5, and top_k=12.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17105,"cached_input_tokens":15744,"output_tokens":435,"reasoning_output_tokens":289}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_90d4593013211864/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_90d4593013211864/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e40724edd41b59c06a9fe0853633c6b1c6b8c809 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_90d4593013211864/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"reskd\",\n COUNT(*) AS \"support\",\n AVG(CASE WHEN \"class\" = 'won' THEN 1 ELSE 0 END) AS \"focus_rate\"\nFROM \"c4\"\nGROUP BY \"reskd\"\nHAVING COUNT(*) >= 5\nORDER BY \"focus_rate\" DESC, \"support\" ASC\nLIMIT 12;","notes":"Uses the provided Tail Target-Rate Extremes template with group_col=\"reskd\", target_col=\"class\", focused target value 'won', min_support=5, and top_k=12."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_90d4593013211864/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_90d4593013211864/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_92ea372881abb581/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_92ea372881abb581/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..01c2a0b50adb9512b487a4f063fcb9186ad80e21 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_92ea372881abb581/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=bkxbq. +Result preview: [{"bkxbq": "t", "distinct_entities": 1}, {"bkxbq": "f", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_92ea372881abb581/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_92ea372881abb581/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..279f57a95ffdb5556775396c1c9a10728a9be7a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_92ea372881abb581/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: c4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c4_92ea372881abb581 +-- problem_id: v2p_c4_875d70d3561768b9 +-- realization_mode: agent +-- source_kind: agent +SELECT "bkxbq", COUNT(DISTINCT "bkxbq") AS "distinct_entities" +FROM "c4" +GROUP BY "bkxbq" +ORDER BY "distinct_entities" DESC +LIMIT 10; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_92ea372881abb581/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_92ea372881abb581/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..784f2fb6aa4aee7674bdd6e20e7cae3e16f2b311 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_92ea372881abb581/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_distinct_topk\nSELECT \"bkxbq\", COUNT(DISTINCT \"bkxbq\") AS \"distinct_entities\"\nFROM \"c4\"\nGROUP BY \"bkxbq\"\nORDER BY \"distinct_entities\" DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"bkxbq\\\", COUNT(DISTINCT \\\"bkxbq\\\") AS \\\"distinct_entities\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bkxbq\\\"\\nORDER BY \\\"distinct_entities\\\" DESC\\nLIMIT 10;\", \"columns\": [\"bkxbq\", \"distinct_entities\"], \"rows\": [{\"bkxbq\": \"t\", \"distinct_entities\": 1}, {\"bkxbq\": \"f\", \"distinct_entities\": 1}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.83}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_92ea372881abb581/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_92ea372881abb581/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b1a30ac9ce180371b55ad8344efc58dd332095e9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_92ea372881abb581/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "c4", + "started_at": "2026-05-19T15:29:42.107042+00:00", + "ended_at": "2026-05-19T15:29:50.840951+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c4_92ea372881abb581", + "problem_id": "v2p_c4_875d70d3561768b9", + "dataset_id": "c4", + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=bkxbq.", + "bindings": { + "group_col": "bkxbq", + "entity_col": "bkxbq", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "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", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=5" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "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_a/c4/sql/v2q_c4_92ea372881abb581.sql", + "usage_summary": { + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_92ea372881abb581", + "api_calls": 0, + "input_tokens": 17021, + "cached_input_tokens": 12032, + "output_tokens": 331, + "total_tokens": 17352, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8724.14, + "sql_execution_elapsed_ms_total": 2.83, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_92ea372881abb581/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_92ea372881abb581/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_92ea372881abb581/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8f88894a8afa14ac03ce5faa61ae8829fbc5c3d5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_92ea372881abb581/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:29:50.835437+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": 8724.14, "started_at": "2026-05-19T15:29:42.109701+00:00", "ended_at": "2026-05-19T15:29:50.833884+00:00", "prompt_metrics": {"chars": 15340, "bytes_utf8": 15340, "lines": 540, "estimated_tokens": null}, "response_metrics": {"chars": 456, "bytes_utf8": 456, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17021, "cached_input_tokens": 12032, "output_tokens": 331, "reasoning_output_tokens": 203}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"bkxbq\\\", COUNT(DISTINCT \\\"bkxbq\\\") AS \\\"distinct_entities\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bkxbq\\\"\\nORDER BY \\\"distinct_entities\\\" DESC\\nLIMIT 10;\",\"notes\":\"Applied the planned template with group_col=\\\"bkxbq\\\" and entity_col=\\\"bkxbq\\\" on single table \\\"c4\\\". Because the grouped column and distinct-counted column are the same, each non-NULL group will typically have distinct_entities = 1.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_92ea372881abb581/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_92ea372881abb581/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..cdb4c2bcaf2fae118221807619e11ffeaeed5d85 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_92ea372881abb581/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_92ea372881abb581", + "api_calls": 0, + "input_tokens": 17021, + "cached_input_tokens": 12032, + "output_tokens": 331, + "total_tokens": 17352, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8724.14, + "sql_execution_elapsed_ms_total": 2.83, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_92ea372881abb581/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_93caba2f3f0d8b0b/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_93caba2f3f0d8b0b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..56c67983dbc6903b20ff138363e79fd5536155d4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_93caba2f3f0d8b0b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=bkon8, group_col_2=thrsk, target_col=class. +Result preview: [{"bkon8": "t", "thrsk": "f", "target_rate": 0.7083333333333334}, {"bkon8": "f", "thrsk": "f", "target_rate": 0.47278911564625853}, {"bkon8": "f", "thrsk": "t", "target_rate": 0.38235294117647056}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_93caba2f3f0d8b0b/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_93caba2f3f0d8b0b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f52853e3803505a9eeb8c70b6f5b5725045268d4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_93caba2f3f0d8b0b/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: c4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c4_93caba2f3f0d8b0b +-- problem_id: v2p_c4_08d20935ffcc070d +-- realization_mode: agent +-- source_kind: agent +SELECT "bkon8", "thrsk", + AVG(CASE WHEN "class" = 'nowin' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c4" +GROUP BY "bkon8", "thrsk" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_93caba2f3f0d8b0b/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_93caba2f3f0d8b0b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..716cfba4159ab13214374ba7785473106f7f51d0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_93caba2f3f0d8b0b/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_two_dim_target_rate\nSELECT \"bkon8\", \"thrsk\",\n AVG(CASE WHEN \"class\" = 'nowin' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c4\"\nGROUP BY \"bkon8\", \"thrsk\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bkon8\\\", \\\"thrsk\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'nowin' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bkon8\\\", \\\"thrsk\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"bkon8\", \"thrsk\", \"target_rate\"], \"rows\": [{\"bkon8\": \"t\", \"thrsk\": \"f\", \"target_rate\": 0.7083333333333334}, {\"bkon8\": \"f\", \"thrsk\": \"f\", \"target_rate\": 0.47278911564625853}, {\"bkon8\": \"f\", \"thrsk\": \"t\", \"target_rate\": 0.38235294117647056}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.17}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_93caba2f3f0d8b0b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_93caba2f3f0d8b0b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2944daecec1d7bbbcb7cd00fbed0e9ac32c5ff3f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_93caba2f3f0d8b0b/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "c4", + "started_at": "2026-05-19T15:49:14.915740+00:00", + "ended_at": "2026-05-19T15:49:25.076740+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c4_93caba2f3f0d8b0b", + "problem_id": "v2p_c4_08d20935ffcc070d", + "dataset_id": "c4", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "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 Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=bkon8, group_col_2=thrsk, target_col=class.", + "bindings": { + "group_col": "bkon8", + "group_col_2": "thrsk", + "target_col": "class", + "target_value": "nowin", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "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", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_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_a/c4/sql/v2q_c4_93caba2f3f0d8b0b.sql", + "usage_summary": { + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_93caba2f3f0d8b0b", + "api_calls": 0, + "input_tokens": 17095, + "cached_input_tokens": 15744, + "output_tokens": 444, + "total_tokens": 17539, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10154.97, + "sql_execution_elapsed_ms_total": 2.17, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_93caba2f3f0d8b0b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_93caba2f3f0d8b0b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_93caba2f3f0d8b0b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..67798347a45cda79280cb93cecf20dbd697f15b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_93caba2f3f0d8b0b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:49:25.073346+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": 10154.97, "started_at": "2026-05-19T15:49:14.916965+00:00", "ended_at": "2026-05-19T15:49:25.071954+00:00", "prompt_metrics": {"chars": 15514, "bytes_utf8": 15514, "lines": 543, "estimated_tokens": null}, "response_metrics": {"chars": 410, "bytes_utf8": 410, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17095, "cached_input_tokens": 15744, "output_tokens": 444, "reasoning_output_tokens": 314}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bkon8\\\", \\\"thrsk\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'nowin' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bkon8\\\", \\\"thrsk\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Applies the planned Two-Axis Target Rate Surface template using \\\"bkon8\\\" and \\\"thrsk\\\" as grouping axes and computes the rate of rows where \\\"class\\\" = 'nowin'.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_93caba2f3f0d8b0b/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_93caba2f3f0d8b0b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3a45b4b93c7ef9610ff23ca26cbe11565cbf9394 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_93caba2f3f0d8b0b/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_93caba2f3f0d8b0b", + "api_calls": 0, + "input_tokens": 17095, + "cached_input_tokens": 15744, + "output_tokens": 444, + "total_tokens": 17539, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10154.97, + "sql_execution_elapsed_ms_total": 2.17, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_93caba2f3f0d8b0b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_95c8de3545cc0c8a/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_95c8de3545cc0c8a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..913c9cc07af0dcb5c535d9ac8948ab70dbc6b4a7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_95c8de3545cc0c8a/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=wknck, condition_col=wknck. +Result preview: [{"wknck": "t", "condition_rate": 1.0}, {"wknck": "f", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_95c8de3545cc0c8a/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_95c8de3545cc0c8a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8fe6a68a518075e9720dd2f3d99bbddce5e4a4e7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_95c8de3545cc0c8a/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: c4 +-- 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_c4_95c8de3545cc0c8a +-- problem_id: v2p_c4_0d88f977dedab47d +-- realization_mode: agent +-- source_kind: agent +SELECT "wknck", + AVG(CASE WHEN "wknck" = 't' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "c4" +GROUP BY "wknck" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_95c8de3545cc0c8a/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_95c8de3545cc0c8a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bd029ac91151a797d2a559d916e91efafcd63be0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_95c8de3545cc0c8a/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 \"wknck\",\n AVG(CASE WHEN \"wknck\" = 't' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"c4\"\nGROUP BY \"wknck\"\nORDER BY \"condition_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"wknck\\\",\\n AVG(CASE WHEN \\\"wknck\\\" = 't' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"wknck\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\", \"columns\": [\"wknck\", \"condition_rate\"], \"rows\": [{\"wknck\": \"t\", \"condition_rate\": 1.0}, {\"wknck\": \"f\", \"condition_rate\": 0.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.48}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_95c8de3545cc0c8a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_95c8de3545cc0c8a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ab47c89ce75a3ca027c6f4dc0e62ed433807c1ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_95c8de3545cc0c8a/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "c4", + "started_at": "2026-05-19T15:35:41.030105+00:00", + "ended_at": "2026-05-19T15:35:51.217482+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c4_95c8de3545cc0c8a", + "problem_id": "v2p_c4_0d88f977dedab47d", + "dataset_id": "c4", + "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=wknck, condition_col=wknck.", + "bindings": { + "group_col": "wknck", + "condition_col": "wknck", + "condition_value": "t", + "positive_value": "f", + "negative_value": "t", + "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": 0.0, + "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=2/2", + "binding_index=32" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/sql/v2q_c4_95c8de3545cc0c8a.sql", + "usage_summary": { + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_95c8de3545cc0c8a", + "api_calls": 0, + "input_tokens": 17056, + "cached_input_tokens": 12032, + "output_tokens": 414, + "total_tokens": 17470, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10182.18, + "sql_execution_elapsed_ms_total": 1.48, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_95c8de3545cc0c8a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_95c8de3545cc0c8a/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_95c8de3545cc0c8a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5f3f107763b54c703130bb7ff47604faf8ff86cd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_95c8de3545cc0c8a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:35:51.214795+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": 10182.18, "started_at": "2026-05-19T15:35:41.031878+00:00", "ended_at": "2026-05-19T15:35:51.214080+00:00", "prompt_metrics": {"chars": 15470, "bytes_utf8": 15470, "lines": 543, "estimated_tokens": null}, "response_metrics": {"chars": 369, "bytes_utf8": 369, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17056, "cached_input_tokens": 12032, "output_tokens": 414, "reasoning_output_tokens": 302}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"wknck\\\",\\n AVG(CASE WHEN \\\"wknck\\\" = 't' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"wknck\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Uses the planned Grouped Condition Rate template with both group_col and condition_col bound to \\\"wknck\\\" and condition_value bound to 't'.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_95c8de3545cc0c8a/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_95c8de3545cc0c8a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d0a48a47491a8196ac04b38a9cf881934c2549e2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_95c8de3545cc0c8a/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_95c8de3545cc0c8a", + "api_calls": 0, + "input_tokens": 17056, + "cached_input_tokens": 12032, + "output_tokens": 414, + "total_tokens": 17470, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10182.18, + "sql_execution_elapsed_ms_total": 1.48, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_95c8de3545cc0c8a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_981ec4d1ff25f019/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_981ec4d1ff25f019/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..51e1f97f0b5de8a77857e268d91dd52e3965df20 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_981ec4d1ff25f019/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15466, "bytes_utf8": 15466, "lines": 543, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 431, "bytes_utf8": 431, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17055, "cached_input_tokens": 12032, "output_tokens": 343, "reasoning_output_tokens": 221}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_981ec4d1ff25f019/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_981ec4d1ff25f019/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..682085856dece811e525d58703b06a985c1fd87b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_981ec4d1ff25f019/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": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_981ec4d1ff25f019", + "api_calls": 0, + "input_tokens": 17055, + "cached_input_tokens": 12032, + "output_tokens": 343, + "total_tokens": 17398, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8742.72, + "sql_execution_elapsed_ms_total": 1.42, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_981ec4d1ff25f019/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_981ec4d1ff25f019/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_981ec4d1ff25f019/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0df7d373f87bf455a6a4570f1a53f9143b059964 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_981ec4d1ff25f019/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:33:54.884173+00:00", + "ended_at": "2026-05-19T15:34:03.626919+00:00", + "elapsed_ms": 8742.72, + "prompt_metrics": { + "chars": 15466, + "bytes_utf8": 15466, + "lines": 543, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 798, + "bytes_utf8": 798, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 431, + "bytes_utf8": 431, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17055, + "cached_input_tokens": 12032, + "output_tokens": 343, + "reasoning_output_tokens": 221 + } + }, + "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_a/c4/artifacts/v2q_c4_981ec4d1ff25f019/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_981ec4d1ff25f019/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c373f2f6e9713d31222ba80fa1f4c565e8abaa92 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_981ec4d1ff25f019/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,543 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +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": "c4", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=spcop, condition_col=spcop.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "spcop", + "condition_col": "spcop", + "condition_value": "t", + "positive_value": "f", + "negative_value": "t", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "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_a/c4/artifacts/v2q_c4_981ec4d1ff25f019/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_981ec4d1ff25f019/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..de25da1f36fb640656addd684e01da454c50f700 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_981ec4d1ff25f019/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40df-475a-7571-bdb0-c51b0f9bc58f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"spcop\\\",\\n AVG(CASE WHEN \\\"spcop\\\" = 't' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"spcop\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Uses the required grouped condition rate template with both group_col and condition_col bound to \\\"spcop\\\", computing the within-group proportion of rows where \\\"spcop\\\" = 't' for each \\\"spcop\\\" group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17055,"cached_input_tokens":12032,"output_tokens":343,"reasoning_output_tokens":221}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_981ec4d1ff25f019/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_981ec4d1ff25f019/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5377860bbe524664cbd232ca6e2269ae42a9b2f2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_981ec4d1ff25f019/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"spcop\",\n AVG(CASE WHEN \"spcop\" = 't' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"c4\"\nGROUP BY \"spcop\"\nORDER BY \"condition_rate\" DESC;","notes":"Uses the required grouped condition rate template with both group_col and condition_col bound to \"spcop\", computing the within-group proportion of rows where \"spcop\" = 't' for each \"spcop\" group."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_981ec4d1ff25f019/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_981ec4d1ff25f019/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_98289c8d8ebd1588/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_98289c8d8ebd1588/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a29355f0a47a73a249ee2ea94364196282e60d84 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_98289c8d8ebd1588/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=bkon8, group_col_2=wkpos, target_col=class. +Result preview: [{"bkon8": "f", "wkpos": "t", "target_rate": 0.5765805877114871}, {"bkon8": "f", "wkpos": "f", "target_rate": 0.40843373493975904}, {"bkon8": "t", "wkpos": "t", "target_rate": 0.3333333333333333}, {"bkon8": "t", "wkpos": "f", "target_rate": 0.09523809523809523}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_98289c8d8ebd1588/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_98289c8d8ebd1588/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4659c487d126eb97e890864ba916b5e784abaf38 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_98289c8d8ebd1588/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: c4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c4_98289c8d8ebd1588 +-- problem_id: v2p_c4_142c26cc3b5ef902 +-- realization_mode: agent +-- source_kind: agent +SELECT "bkon8", "wkpos", + AVG(CASE WHEN "class" = 'won' THEN 1.0 ELSE 0.0 END) AS "target_rate" +FROM "c4" +GROUP BY "bkon8", "wkpos" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_98289c8d8ebd1588/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_98289c8d8ebd1588/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..49b778b078324f32b176c32b6302aface2a9b9be --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_98289c8d8ebd1588/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_two_dim_target_rate\nSELECT \"bkon8\", \"wkpos\",\n AVG(CASE WHEN \"class\" = 'won' THEN 1.0 ELSE 0.0 END) AS \"target_rate\"\nFROM \"c4\"\nGROUP BY \"bkon8\", \"wkpos\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bkon8\\\", \\\"wkpos\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'won' THEN 1.0 ELSE 0.0 END) AS \\\"target_rate\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bkon8\\\", \\\"wkpos\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"bkon8\", \"wkpos\", \"target_rate\"], \"rows\": [{\"bkon8\": \"f\", \"wkpos\": \"t\", \"target_rate\": 0.5765805877114871}, {\"bkon8\": \"f\", \"wkpos\": \"f\", \"target_rate\": 0.40843373493975904}, {\"bkon8\": \"t\", \"wkpos\": \"t\", \"target_rate\": 0.3333333333333333}, {\"bkon8\": \"t\", \"wkpos\": \"f\", \"target_rate\": 0.09523809523809523}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.88}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_98289c8d8ebd1588/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_98289c8d8ebd1588/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..122bc9bf9ff2bd49ed4370591aadae6921ef8f97 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_98289c8d8ebd1588/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "c4", + "started_at": "2026-05-19T15:51:32.204419+00:00", + "ended_at": "2026-05-19T15:51:42.180026+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c4_98289c8d8ebd1588", + "problem_id": "v2p_c4_142c26cc3b5ef902", + "dataset_id": "c4", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "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 Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=bkon8, group_col_2=wkpos, target_col=class.", + "bindings": { + "group_col": "bkon8", + "group_col_2": "wkpos", + "target_col": "class", + "target_value": "won", + "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": 0.0, + "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", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=102" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/sql/v2q_c4_98289c8d8ebd1588.sql", + "usage_summary": { + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_98289c8d8ebd1588", + "api_calls": 0, + "input_tokens": 17094, + "cached_input_tokens": 15744, + "output_tokens": 397, + "total_tokens": 17491, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9967.57, + "sql_execution_elapsed_ms_total": 2.88, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_98289c8d8ebd1588/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_98289c8d8ebd1588/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_98289c8d8ebd1588/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..aec8dc639ba8b92054a97e849559de76e1f35f50 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_98289c8d8ebd1588/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:51:42.175370+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": 9967.57, "started_at": "2026-05-19T15:51:32.206719+00:00", "ended_at": "2026-05-19T15:51:42.174324+00:00", "prompt_metrics": {"chars": 15523, "bytes_utf8": 15523, "lines": 543, "estimated_tokens": null}, "response_metrics": {"chars": 430, "bytes_utf8": 430, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17094, "cached_input_tokens": 15744, "output_tokens": 397, "reasoning_output_tokens": 259}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bkon8\\\", \\\"wkpos\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'won' THEN 1.0 ELSE 0.0 END) AS \\\"target_rate\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bkon8\\\", \\\"wkpos\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Applied the planned Two-Axis Target Rate Surface template with group_col=\\\"bkon8\\\", group_col_2=\\\"wkpos\\\", target_col=\\\"class\\\", and target_value='won' on the single table \\\"c4\\\".\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_98289c8d8ebd1588/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_98289c8d8ebd1588/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..14ff5fa9992b5c74f3eb9e28db9cf63ec39e4e8c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_98289c8d8ebd1588/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_98289c8d8ebd1588", + "api_calls": 0, + "input_tokens": 17094, + "cached_input_tokens": 15744, + "output_tokens": 397, + "total_tokens": 17491, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9967.57, + "sql_execution_elapsed_ms_total": 2.88, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_98289c8d8ebd1588/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_984a4f300e604a3d/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_984a4f300e604a3d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2928388b96c3180efe1e7f2c62b606d85b104329 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_984a4f300e604a3d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=bkblk. +Result preview: [{"bkblk": "t", "distinct_entities": 1}, {"bkblk": "f", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_984a4f300e604a3d/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_984a4f300e604a3d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1b968d0a78abbea6743f35cabf3db350b577760b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_984a4f300e604a3d/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: c4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c4_984a4f300e604a3d +-- problem_id: v2p_c4_43381fc3ec4f818d +-- realization_mode: agent +-- source_kind: agent +SELECT "bkblk", COUNT(DISTINCT "bkblk") AS distinct_entities +FROM "c4" +GROUP BY "bkblk" +ORDER BY distinct_entities DESC +LIMIT 15; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_984a4f300e604a3d/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_984a4f300e604a3d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d13b100837a1da63768cb9aab0c4e2e820fddcb3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_984a4f300e604a3d/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_distinct_topk\nSELECT \"bkblk\", COUNT(DISTINCT \"bkblk\") AS distinct_entities\nFROM \"c4\"\nGROUP BY \"bkblk\"\nORDER BY distinct_entities DESC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"bkblk\\\", COUNT(DISTINCT \\\"bkblk\\\") AS distinct_entities\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bkblk\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 15;\", \"columns\": [\"bkblk\", \"distinct_entities\"], \"rows\": [{\"bkblk\": \"t\", \"distinct_entities\": 1}, {\"bkblk\": \"f\", \"distinct_entities\": 1}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.34}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_984a4f300e604a3d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_984a4f300e604a3d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..bf2860e9a6dacc584c18fabb24b43e74d2f7d64b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_984a4f300e604a3d/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "c4", + "started_at": "2026-05-19T15:28:26.487586+00:00", + "ended_at": "2026-05-19T15:28:34.488201+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c4_984a4f300e604a3d", + "problem_id": "v2p_c4_43381fc3ec4f818d", + "dataset_id": "c4", + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=bkblk.", + "bindings": { + "group_col": "bkblk", + "entity_col": "bkblk", + "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": 0.0, + "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", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=0" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "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_a/c4/sql/v2q_c4_984a4f300e604a3d.sql", + "usage_summary": { + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_984a4f300e604a3d", + "api_calls": 0, + "input_tokens": 17018, + "cached_input_tokens": 4480, + "output_tokens": 260, + "total_tokens": 17278, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7992.85, + "sql_execution_elapsed_ms_total": 2.34, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_984a4f300e604a3d/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_984a4f300e604a3d/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_984a4f300e604a3d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..45f763a7153b2f1385946511e5d158026a4258e6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_984a4f300e604a3d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:28:34.483291+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": 7992.85, "started_at": "2026-05-19T15:28:26.488880+00:00", "ended_at": "2026-05-19T15:28:34.481766+00:00", "prompt_metrics": {"chars": 15342, "bytes_utf8": 15342, "lines": 540, "estimated_tokens": null}, "response_metrics": {"chars": 435, "bytes_utf8": 435, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17018, "cached_input_tokens": 4480, "output_tokens": 260, "reasoning_output_tokens": 146}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"bkblk\\\", COUNT(DISTINCT \\\"bkblk\\\") AS distinct_entities\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bkblk\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 15;\",\"notes\":\"Applied the required template with group_col=\\\"bkblk\\\" and entity_col=\\\"bkblk\\\" as bound. Because the grouped column and distinct-counted column are the same, each non-NULL group will typically have distinct_entities = 1.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_984a4f300e604a3d/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_984a4f300e604a3d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b5584bb15a58623339c55dc8cefbf9dee713b408 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_984a4f300e604a3d/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_984a4f300e604a3d", + "api_calls": 0, + "input_tokens": 17018, + "cached_input_tokens": 4480, + "output_tokens": 260, + "total_tokens": 17278, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7992.85, + "sql_execution_elapsed_ms_total": 2.34, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_984a4f300e604a3d/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_9f08b80ee0809723/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_9f08b80ee0809723/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..409b75b94894cf452a69fd7a68db439e2f89d0bf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_9f08b80ee0809723/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=mulch, target_col=class. +Result preview: [{"mulch": "t", "support": 156, "focus_rate": 0.8269230769230769}, {"mulch": "f", "support": 3040, "focus_rate": 0.4598684210526316}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_9f08b80ee0809723/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_9f08b80ee0809723/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4ffecb5d175886ea5a534537375fd98483d01ee1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_9f08b80ee0809723/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: c4 +-- 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_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c4_9f08b80ee0809723 +-- problem_id: v2p_c4_c6f4dd499dd97ea7 +-- realization_mode: agent +-- source_kind: agent +SELECT + "mulch", + COUNT(*) AS "support", + AVG(CASE WHEN "class" = 'nowin' THEN 1 ELSE 0 END) AS "focus_rate" +FROM "c4" +GROUP BY "mulch" +HAVING COUNT(*) >= 4 +ORDER BY "focus_rate" DESC, "support" ASC +LIMIT 19; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_9f08b80ee0809723/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_9f08b80ee0809723/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e98e9c0490e9820d0eab7ee8096ecd6ff2c0fb34 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_9f08b80ee0809723/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_tail_target_rate_extremes_v2\nSELECT\n \"mulch\",\n COUNT(*) AS \"support\",\n AVG(CASE WHEN \"class\" = 'nowin' THEN 1 ELSE 0 END) AS \"focus_rate\"\nFROM \"c4\"\nGROUP BY \"mulch\"\nHAVING COUNT(*) >= 4\nORDER BY \"focus_rate\" DESC, \"support\" ASC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"mulch\\\",\\n COUNT(*) AS \\\"support\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'nowin' THEN 1 ELSE 0 END) AS \\\"focus_rate\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"mulch\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY \\\"focus_rate\\\" DESC, \\\"support\\\" ASC\\nLIMIT 19;\", \"columns\": [\"mulch\", \"support\", \"focus_rate\"], \"rows\": [{\"mulch\": \"t\", \"support\": 156, \"focus_rate\": 0.8269230769230769}, {\"mulch\": \"f\", \"support\": 3040, \"focus_rate\": 0.4598684210526316}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.33}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_9f08b80ee0809723/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_9f08b80ee0809723/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9d46d93292908ca31fe83d86b4985a0ddd03fe60 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_9f08b80ee0809723/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "c4", + "started_at": "2026-05-19T15:46:54.948771+00:00", + "ended_at": "2026-05-19T15:47:09.699653+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c4_9f08b80ee0809723", + "problem_id": "v2p_c4_c6f4dd499dd97ea7", + "dataset_id": "c4", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "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 Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=mulch, target_col=class.", + "bindings": { + "group_col": "mulch", + "target_col": "class", + "target_value": "nowin", + "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": 0.0, + "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", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=89" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/sql/v2q_c4_9f08b80ee0809723.sql", + "usage_summary": { + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_9f08b80ee0809723", + "api_calls": 0, + "input_tokens": 17107, + "cached_input_tokens": 15744, + "output_tokens": 504, + "total_tokens": 17611, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14741.74, + "sql_execution_elapsed_ms_total": 3.33, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_9f08b80ee0809723/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_9f08b80ee0809723/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_9f08b80ee0809723/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cfd6b8b579a2f6d29f5d62466c68b638c2e235a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_9f08b80ee0809723/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:47:09.693254+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": 14741.74, "started_at": "2026-05-19T15:46:54.949983+00:00", "ended_at": "2026-05-19T15:47:09.691780+00:00", "prompt_metrics": {"chars": 15566, "bytes_utf8": 15566, "lines": 541, "estimated_tokens": null}, "response_metrics": {"chars": 448, "bytes_utf8": 448, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17107, "cached_input_tokens": 15744, "output_tokens": 504, "reasoning_output_tokens": 358}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"mulch\\\",\\n COUNT(*) AS \\\"support\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'nowin' THEN 1 ELSE 0 END) AS \\\"focus_rate\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"mulch\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY \\\"focus_rate\\\" DESC, \\\"support\\\" ASC\\nLIMIT 19;\",\"notes\":\"Uses the Tail Target-Rate Extremes template with group_col=\\\"mulch\\\", target_col=\\\"class\\\", target_value='nowin', min_support=4, and top_k=19.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_9f08b80ee0809723/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_9f08b80ee0809723/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2b603354fb5284b1568fe838173e9a2a8b0f267c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_9f08b80ee0809723/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_9f08b80ee0809723", + "api_calls": 0, + "input_tokens": 17107, + "cached_input_tokens": 15744, + "output_tokens": 504, + "total_tokens": 17611, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14741.74, + "sql_execution_elapsed_ms_total": 3.33, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_9f08b80ee0809723/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a0151c54e654f541/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a0151c54e654f541/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..94b218a7dcc0196c663f31448f69de7925ec15de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a0151c54e654f541/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15562, "bytes_utf8": 15562, "lines": 541, "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": 453, "bytes_utf8": 453, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17106, "cached_input_tokens": 15744, "output_tokens": 386, "reasoning_output_tokens": 242}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a0151c54e654f541/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a0151c54e654f541/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f6d7ad5d5714a5d5a938a785a3e0aa4b7cbfd9df --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a0151c54e654f541/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": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_a0151c54e654f541", + "api_calls": 0, + "input_tokens": 17106, + "cached_input_tokens": 15744, + "output_tokens": 386, + "total_tokens": 17492, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17180.26, + "sql_execution_elapsed_ms_total": 3.63, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a0151c54e654f541/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a0151c54e654f541/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a0151c54e654f541/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c6917db493c086e82966919bb8eaf57a9b83bb89 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a0151c54e654f541/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:46:18.446621+00:00", + "ended_at": "2026-05-19T15:46:35.626923+00:00", + "elapsed_ms": 17180.26, + "prompt_metrics": { + "chars": 15562, + "bytes_utf8": 15562, + "lines": 541, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1494, + "bytes_utf8": 1494, + "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": 453, + "bytes_utf8": 453, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17106, + "cached_input_tokens": 15744, + "output_tokens": 386, + "reasoning_output_tokens": 242 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a0151c54e654f541/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a0151c54e654f541/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4338a128695de61b182ef39a275d681a1fb05432 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a0151c54e654f541/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,541 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c4", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=katri, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "katri", + "target_col": "class", + "target_value": "won", + "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": 0.0, + "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,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a0151c54e654f541/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a0151c54e654f541/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..72ac7bdcb4fd390c9ecaab3189a92735036d9047 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a0151c54e654f541/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,6 @@ +{"type":"thread.started","thread_id":"019e40ea-9fea-75d1-845a-d42117221daa"} +{"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 1995722, Requested 17741. Please try again in 403ms. 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 1993328, Requested 17741. Please try again in 332ms. 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_tail_target_rate_extremes_v2\\nSELECT\\n \\\"katri\\\",\\n COUNT(*) AS \\\"support\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'won' THEN 1 ELSE 0 END) AS \\\"focus_rate\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"katri\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY \\\"focus_rate\\\" DESC, \\\"support\\\" ASC\\nLIMIT 13;\",\"notes\":\"Applied the Tail Target-Rate Extremes template with group_col=\\\"katri\\\", target_col=\\\"class\\\", target_value='won', min_support=5, and top_k=13.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17106,"cached_input_tokens":15744,"output_tokens":386,"reasoning_output_tokens":242}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a0151c54e654f541/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a0151c54e654f541/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b44baed2ea795cdd23cd31d509d2af185d0afd5c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a0151c54e654f541/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"katri\",\n COUNT(*) AS \"support\",\n AVG(CASE WHEN \"class\" = 'won' THEN 1 ELSE 0 END) AS \"focus_rate\"\nFROM \"c4\"\nGROUP BY \"katri\"\nHAVING COUNT(*) >= 5\nORDER BY \"focus_rate\" DESC, \"support\" ASC\nLIMIT 13;","notes":"Applied the Tail Target-Rate Extremes template with group_col=\"katri\", target_col=\"class\", target_value='won', min_support=5, and top_k=13."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a0151c54e654f541/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a0151c54e654f541/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a1803368e9961f6a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a1803368e9961f6a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..80518650a64679f4e81d103d8570cd7884a9bb8f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a1803368e9961f6a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:56:25.339309+00:00", + "ended_at": "2026-05-19T15:56:28.703478+00:00", + "elapsed_ms": 3364.15, + "returncode": 1, + "prompt_metrics": { + "chars": 15551, + "bytes_utf8": 15551, + "lines": 544, + "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_a/c4/artifacts/v2q_c4_a1803368e9961f6a/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a1803368e9961f6a/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..90a4df24b3d0808432f96c80a9e00f88e6b41cc4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a1803368e9961f6a/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:56:29.706661+00:00", + "ended_at": "2026-05-19T15:56:33.008231+00:00", + "elapsed_ms": 3301.53, + "returncode": 1, + "prompt_metrics": { + "chars": 15551, + "bytes_utf8": 15551, + "lines": 544, + "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_a/c4/artifacts/v2q_c4_a1803368e9961f6a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a1803368e9961f6a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..76a59145482b92c739cf980cfb33b0baca5a67d6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a1803368e9961f6a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,544 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c4", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=rkxwp.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "rkxwp", + "predicate_col": "rkxwp", + "predicate_op": "=", + "predicate_value": "f", + "entity_col": "rkxwp", + "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": 0.0, + "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}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a1803368e9961f6a/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a1803368e9961f6a/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..76a59145482b92c739cf980cfb33b0baca5a67d6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a1803368e9961f6a/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,544 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c4", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=rkxwp.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "rkxwp", + "predicate_col": "rkxwp", + "predicate_op": "=", + "predicate_value": "f", + "entity_col": "rkxwp", + "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": 0.0, + "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}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a1803368e9961f6a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a1803368e9961f6a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..711a354ae9168b29275032ad0eeba4afa7d91aef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a1803368e9961f6a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-e28d-7d32-855e-7212653198bc"} +{"type":"turn.started"} +{"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_a/c4/artifacts/v2q_c4_a1803368e9961f6a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a1803368e9961f6a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ff4850b4771715b7eda7eee00a921c0157fdb9a5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a1803368e9961f6a/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-e28d-7d32-855e-7212653198bc"} +{"type":"turn.started"} +{"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_a/c4/artifacts/v2q_c4_a1803368e9961f6a/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a1803368e9961f6a/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1ac54f3f81650b4c73faf16f561d015a1c8a9ff8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a1803368e9961f6a/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-f37d-7f60-8aa6-18175de3ef32"} +{"type":"turn.started"} +{"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_a/c4/artifacts/v2q_c4_a1803368e9961f6a/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a1803368e9961f6a/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..42e9598d740b65f9167ba44b27448e8b4e6193ae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a1803368e9961f6a/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-f37d-7f60-8aa6-18175de3ef32"} +{"type":"turn.started"} +{"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_a/c4/artifacts/v2q_c4_a1803368e9961f6a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a1803368e9961f6a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a1803368e9961f6a/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a1803368e9961f6a/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a3f17f220171b463/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a3f17f220171b463/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..66ccb5bf566c0a253c6a8c445c34901ba738b90c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a3f17f220171b463/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15412, "bytes_utf8": 15412, "lines": 542, "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": 377, "bytes_utf8": 377, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17041, "cached_input_tokens": 15744, "output_tokens": 307, "reasoning_output_tokens": 196}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a748d5dfcdf57a11/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a748d5dfcdf57a11/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..cb878825b1e639c304724ef55615bb809ed7af93 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a748d5dfcdf57a11/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=bkon8, group_col_2=bxqsq. +Result preview: [{"bkon8": "t", "bxqsq": "t", "support": 58}, {"bkon8": "t", "bxqsq": "f", "support": 62}, {"bkon8": "f", "bxqsq": "t", "support": 913}, {"bkon8": "f", "bxqsq": "f", "support": 2163}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a748d5dfcdf57a11/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a748d5dfcdf57a11/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d259372b5ba3000df0f356f2b5bca322bc676803 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a748d5dfcdf57a11/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: c4 +-- 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_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c4_a748d5dfcdf57a11 +-- problem_id: v2p_c4_c2fb9d19ed2992ea +-- realization_mode: agent +-- source_kind: agent +SELECT + "bkon8", + "bxqsq", + COUNT(*) AS support +FROM "c4" +GROUP BY "bkon8", "bxqsq" +ORDER BY support ASC, "bkon8", "bxqsq" +LIMIT 12; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a748d5dfcdf57a11/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a748d5dfcdf57a11/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..05a10ddcebfa528ee0af220bd92b0bea21e20b7f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a748d5dfcdf57a11/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_tail_pairwise_sparse_slice_v2\nSELECT\n \"bkon8\",\n \"bxqsq\",\n COUNT(*) AS support\nFROM \"c4\"\nGROUP BY \"bkon8\", \"bxqsq\"\nORDER BY support ASC, \"bkon8\", \"bxqsq\"\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"bkon8\\\",\\n \\\"bxqsq\\\",\\n COUNT(*) AS support\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bkon8\\\", \\\"bxqsq\\\"\\nORDER BY support ASC, \\\"bkon8\\\", \\\"bxqsq\\\"\\nLIMIT 12;\", \"columns\": [\"bkon8\", \"bxqsq\", \"support\"], \"rows\": [{\"bkon8\": \"t\", \"bxqsq\": \"t\", \"support\": 58}, {\"bkon8\": \"t\", \"bxqsq\": \"f\", \"support\": 62}, {\"bkon8\": \"f\", \"bxqsq\": \"t\", \"support\": 913}, {\"bkon8\": \"f\", \"bxqsq\": \"f\", \"support\": 2163}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.93}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a748d5dfcdf57a11/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a748d5dfcdf57a11/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c4ce85a88b4fd69fb2bd3a213b952d73a8b870c2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a748d5dfcdf57a11/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "c4", + "started_at": "2026-05-19T15:44:01.623354+00:00", + "ended_at": "2026-05-19T15:44:10.866332+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c4_a748d5dfcdf57a11", + "problem_id": "v2p_c4_c2fb9d19ed2992ea", + "dataset_id": "c4", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "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": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=bkon8, group_col_2=bxqsq.", + "bindings": { + "group_col": "bkon8", + "group_col_2": "bxqsq", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "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" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=77" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "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_a/c4/sql/v2q_c4_a748d5dfcdf57a11.sql", + "usage_summary": { + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_a748d5dfcdf57a11", + "api_calls": 0, + "input_tokens": 17074, + "cached_input_tokens": 15744, + "output_tokens": 240, + "total_tokens": 17314, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9231.2, + "sql_execution_elapsed_ms_total": 3.93, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a748d5dfcdf57a11/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a748d5dfcdf57a11/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a748d5dfcdf57a11/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5928c7ec78133c911f94c1db37b777db6223d184 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a748d5dfcdf57a11/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:44:10.859624+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": 9231.2, "started_at": "2026-05-19T15:44:01.626712+00:00", "ended_at": "2026-05-19T15:44:10.857958+00:00", "prompt_metrics": {"chars": 15392, "bytes_utf8": 15392, "lines": 540, "estimated_tokens": null}, "response_metrics": {"chars": 363, "bytes_utf8": 363, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17074, "cached_input_tokens": 15744, "output_tokens": 240, "reasoning_output_tokens": 119}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"bkon8\\\",\\n \\\"bxqsq\\\",\\n COUNT(*) AS support\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bkon8\\\", \\\"bxqsq\\\"\\nORDER BY support ASC, \\\"bkon8\\\", \\\"bxqsq\\\"\\nLIMIT 12;\",\"notes\":\"Uses the shortlisted Pairwise Sparse Slice Count template with fixed bindings group_col=\\\"bkon8\\\", group_col_2=\\\"bxqsq\\\", and top_k=12.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a748d5dfcdf57a11/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a748d5dfcdf57a11/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..04dcf84cd5c132a76c5a006744c89bc14c2ddafe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a748d5dfcdf57a11/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_a748d5dfcdf57a11", + "api_calls": 0, + "input_tokens": 17074, + "cached_input_tokens": 15744, + "output_tokens": 240, + "total_tokens": 17314, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9231.2, + "sql_execution_elapsed_ms_total": 3.93, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a748d5dfcdf57a11/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a7900e4bf1dc411f/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a7900e4bf1dc411f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3cbe87bdd3be629561db649cb468d60e9bc4acd2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a7900e4bf1dc411f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=bkon8, group_col_2=wkovl, target_col=class. +Result preview: [{"bkon8": "t", "wkovl": "t", "target_rate": 0.9375}, {"bkon8": "t", "wkovl": "f", "target_rate": 0.6730769230769231}, {"bkon8": "f", "wkovl": "t", "target_rate": 0.4897036664992466}, {"bkon8": "f", "wkovl": "f", "target_rate": 0.4304147465437788}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a7900e4bf1dc411f/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a7900e4bf1dc411f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..911357c599ac42243321d2339e79d16f322e6a48 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a7900e4bf1dc411f/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: c4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c4_a7900e4bf1dc411f +-- problem_id: v2p_c4_52b86e32b8cb0246 +-- realization_mode: agent +-- source_kind: agent +SELECT "bkon8", "wkovl", + AVG(CASE WHEN "class" = 'nowin' THEN 1 ELSE 0 END) AS target_rate +FROM "c4" +GROUP BY "bkon8", "wkovl" +ORDER BY target_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a7900e4bf1dc411f/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a7900e4bf1dc411f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..98ef1712a8449a0c1d381195071188f60e7cf14a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a7900e4bf1dc411f/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_two_dim_target_rate\nSELECT \"bkon8\", \"wkovl\",\n AVG(CASE WHEN \"class\" = 'nowin' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c4\"\nGROUP BY \"bkon8\", \"wkovl\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bkon8\\\", \\\"wkovl\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'nowin' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bkon8\\\", \\\"wkovl\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"bkon8\", \"wkovl\", \"target_rate\"], \"rows\": [{\"bkon8\": \"t\", \"wkovl\": \"t\", \"target_rate\": 0.9375}, {\"bkon8\": \"t\", \"wkovl\": \"f\", \"target_rate\": 0.6730769230769231}, {\"bkon8\": \"f\", \"wkovl\": \"t\", \"target_rate\": 0.4897036664992466}, {\"bkon8\": \"f\", \"wkovl\": \"f\", \"target_rate\": 0.4304147465437788}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.56}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a7900e4bf1dc411f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a7900e4bf1dc411f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fc4951f5464d3d930564d78043e73e3fe0f9c788 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a7900e4bf1dc411f/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "c4", + "started_at": "2026-05-19T15:50:52.436237+00:00", + "ended_at": "2026-05-19T15:51:05.620086+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c4_a7900e4bf1dc411f", + "problem_id": "v2p_c4_52b86e32b8cb0246", + "dataset_id": "c4", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "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 Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=bkon8, group_col_2=wkovl, target_col=class.", + "bindings": { + "group_col": "bkon8", + "group_col_2": "wkovl", + "target_col": "class", + "target_value": "nowin", + "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": 0.0, + "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", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_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", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/sql/v2q_c4_a7900e4bf1dc411f.sql", + "usage_summary": { + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_a7900e4bf1dc411f", + "api_calls": 0, + "input_tokens": 17096, + "cached_input_tokens": 15744, + "output_tokens": 419, + "total_tokens": 17515, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13173.74, + "sql_execution_elapsed_ms_total": 4.56, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a7900e4bf1dc411f/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a7900e4bf1dc411f/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a7900e4bf1dc411f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..94277b1ec976ad136687f8f5be5f5efc47eaa17b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a7900e4bf1dc411f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:51:05.613002+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": 13173.74, "started_at": "2026-05-19T15:50:52.437646+00:00", "ended_at": "2026-05-19T15:51:05.611418+00:00", "prompt_metrics": {"chars": 15514, "bytes_utf8": 15514, "lines": 543, "estimated_tokens": null}, "response_metrics": {"chars": 372, "bytes_utf8": 372, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17096, "cached_input_tokens": 15744, "output_tokens": 419, "reasoning_output_tokens": 299}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bkon8\\\", \\\"wkovl\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'nowin' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bkon8\\\", \\\"wkovl\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Computes the rate of rows with class='nowin' for each (bkon8, wkovl) combination using the requested two-axis target-rate template.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a7900e4bf1dc411f/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a7900e4bf1dc411f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..658c9283d3c0a9f2710ce98c396ed64412e1806f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a7900e4bf1dc411f/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_a7900e4bf1dc411f", + "api_calls": 0, + "input_tokens": 17096, + "cached_input_tokens": 15744, + "output_tokens": 419, + "total_tokens": 17515, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13173.74, + "sql_execution_elapsed_ms_total": 4.56, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a7900e4bf1dc411f/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a7b9e1ced9eb5079/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a7b9e1ced9eb5079/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..28d67cf4cfeb464c79f3cb3fe1eda1460efedac3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a7b9e1ced9eb5079/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15342, "bytes_utf8": 15342, "lines": 540, "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": 423, "bytes_utf8": 423, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17020, "cached_input_tokens": 4480, "output_tokens": 392, "reasoning_output_tokens": 276}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a7b9e1ced9eb5079/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a7b9e1ced9eb5079/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..420d5ab7740251c77577e64462f6fb496181887c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a7b9e1ced9eb5079/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": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_a7b9e1ced9eb5079", + "api_calls": 0, + "input_tokens": 17020, + "cached_input_tokens": 4480, + "output_tokens": 392, + "total_tokens": 17412, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11030.67, + "sql_execution_elapsed_ms_total": 1.9, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a7b9e1ced9eb5079/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a7b9e1ced9eb5079/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a7b9e1ced9eb5079/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ff43c891cf6a3345bab684cb2e05172d18ceb36c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a7b9e1ced9eb5079/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": "2026-05-19T15:28:58.115415+00:00", + "ended_at": "2026-05-19T15:29:09.146134+00:00", + "elapsed_ms": 11030.67, + "prompt_metrics": { + "chars": 15342, + "bytes_utf8": 15342, + "lines": 540, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 773, + "bytes_utf8": 773, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 423, + "bytes_utf8": 423, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17020, + "cached_input_tokens": 4480, + "output_tokens": 392, + "reasoning_output_tokens": 276 + } + }, + "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_a/c4/artifacts/v2q_c4_a7b9e1ced9eb5079/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a7b9e1ced9eb5079/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1f81b234ae36684962ccd7c6316051294bc21076 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a7b9e1ced9eb5079/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,540 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c4", + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=bkon8.", + "planned_template_id": "tpl_clickbench_group_distinct_topk", + "bindings": { + "group_col": "bkon8", + "entity_col": "bkon8", + "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": 0.0, + "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}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a7b9e1ced9eb5079/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a7b9e1ced9eb5079/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f4f5cbaf2ce9f25f0be9c9fed56f65be6472dbaa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a7b9e1ced9eb5079/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40da-c00f-7d10-bf5f-f60a0e236b47"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"bkon8\\\", COUNT(DISTINCT \\\"bkon8\\\") AS distinct_entities\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bkon8\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 17;\",\"notes\":\"Uses the planned template and bound roles exactly. Because both group_col and entity_col are bound to \\\"bkon8\\\", each non-NULL group will typically have distinct_entities = 1, while a NULL group would yield 0.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17020,"cached_input_tokens":4480,"output_tokens":392,"reasoning_output_tokens":276}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a7b9e1ced9eb5079/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a7b9e1ced9eb5079/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..525cb2fc2f8a5166fb3aaac74379bbd3f8231d52 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a7b9e1ced9eb5079/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"bkon8\", COUNT(DISTINCT \"bkon8\") AS distinct_entities\nFROM \"c4\"\nGROUP BY \"bkon8\"\nORDER BY distinct_entities DESC\nLIMIT 17;","notes":"Uses the planned template and bound roles exactly. Because both group_col and entity_col are bound to \"bkon8\", each non-NULL group will typically have distinct_entities = 1, while a NULL group would yield 0."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a7b9e1ced9eb5079/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a7b9e1ced9eb5079/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_aab0f12ce0ca991e/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_aab0f12ce0ca991e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..622f92d998305950c19e2b86293c6e99d0856012 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_aab0f12ce0ca991e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=stlmt. +Result preview: [{"stlmt": "t", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_aab0f12ce0ca991e/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_aab0f12ce0ca991e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fdea102a04aa3dda502c4fb48141aca4fc78eb35 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_aab0f12ce0ca991e/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: c4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c4_aab0f12ce0ca991e +-- problem_id: v2p_c4_cbc1d7acc683266d +-- realization_mode: agent +-- source_kind: agent +SELECT "stlmt", COUNT(DISTINCT "stlmt") AS distinct_entities +FROM "c4" +WHERE "stlmt" = 't' +GROUP BY "stlmt" +ORDER BY distinct_entities DESC +LIMIT 14; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_aab0f12ce0ca991e/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_aab0f12ce0ca991e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..669e4509d68a82e1bad6f528a47d606381509fca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_aab0f12ce0ca991e/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_filtered_distinct_topk\nSELECT \"stlmt\", COUNT(DISTINCT \"stlmt\") AS distinct_entities\nFROM \"c4\"\nWHERE \"stlmt\" = 't'\nGROUP BY \"stlmt\"\nORDER BY distinct_entities DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"stlmt\\\", COUNT(DISTINCT \\\"stlmt\\\") AS distinct_entities\\nFROM \\\"c4\\\"\\nWHERE \\\"stlmt\\\" = 't'\\nGROUP BY \\\"stlmt\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 14;\", \"columns\": [\"stlmt\", \"distinct_entities\"], \"rows\": [{\"stlmt\": \"t\", \"distinct_entities\": 1}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.55}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_aab0f12ce0ca991e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_aab0f12ce0ca991e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d6a75f0435fea315bc7136f853abae1cabe8ac2b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_aab0f12ce0ca991e/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "c4", + "started_at": "2026-05-19T15:58:23.457945+00:00", + "ended_at": "2026-05-19T15:58:31.391147+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c4_aab0f12ce0ca991e", + "problem_id": "v2p_c4_cbc1d7acc683266d", + "dataset_id": "c4", + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=stlmt.", + "bindings": { + "group_col": "stlmt", + "predicate_col": "stlmt", + "predicate_op": "=", + "predicate_value": "t", + "entity_col": "stlmt", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "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", + "entity_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=139" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "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_a/c4/sql/v2q_c4_aab0f12ce0ca991e.sql", + "usage_summary": { + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_aab0f12ce0ca991e", + "api_calls": 0, + "input_tokens": 17076, + "cached_input_tokens": 15744, + "output_tokens": 274, + "total_tokens": 17350, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7925.42, + "sql_execution_elapsed_ms_total": 1.55, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_aab0f12ce0ca991e/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_aab0f12ce0ca991e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_aab0f12ce0ca991e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4dd78c56b9a80c16298453ca1dba4957062574e0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_aab0f12ce0ca991e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:58:31.386947+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": 7925.42, "started_at": "2026-05-19T15:58:23.460116+00:00", "ended_at": "2026-05-19T15:58:31.385561+00:00", "prompt_metrics": {"chars": 15548, "bytes_utf8": 15548, "lines": 544, "estimated_tokens": null}, "response_metrics": {"chars": 346, "bytes_utf8": 346, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17076, "cached_input_tokens": 15744, "output_tokens": 274, "reasoning_output_tokens": 170}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"stlmt\\\", COUNT(DISTINCT \\\"stlmt\\\") AS distinct_entities\\nFROM \\\"c4\\\"\\nWHERE \\\"stlmt\\\" = 't'\\nGROUP BY \\\"stlmt\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 14;\",\"notes\":\"Applied the planned template exactly with group_col, entity_col, and predicate_col all bound to \\\"stlmt\\\".\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_aab0f12ce0ca991e/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_aab0f12ce0ca991e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..190dd3efbf91b5cbafab73b2404d01178ab4bc1e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_aab0f12ce0ca991e/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_aab0f12ce0ca991e", + "api_calls": 0, + "input_tokens": 17076, + "cached_input_tokens": 15744, + "output_tokens": 274, + "total_tokens": 17350, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7925.42, + "sql_execution_elapsed_ms_total": 1.55, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_aab0f12ce0ca991e/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_abee4517589aada4/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_abee4517589aada4/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..579cb2bb995212fca437af035d1ac207bc957fe8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_abee4517589aada4/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15566, "bytes_utf8": 15566, "lines": 541, "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": 449, "bytes_utf8": 449, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17110, "cached_input_tokens": 15744, "output_tokens": 350, "reasoning_output_tokens": 203}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_abee4517589aada4/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_abee4517589aada4/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6c4efd75ffd72daacd46d09166dbda7bb4b125bd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_abee4517589aada4/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": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_abee4517589aada4", + "api_calls": 0, + "input_tokens": 17110, + "cached_input_tokens": 15744, + "output_tokens": 350, + "total_tokens": 17460, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17649.95, + "sql_execution_elapsed_ms_total": 2.06, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_abee4517589aada4/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_abee4517589aada4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_abee4517589aada4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..47107d1fe54fff82e16b141584edf47133912827 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_abee4517589aada4/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:47:40.916130+00:00", + "ended_at": "2026-05-19T15:47:58.566122+00:00", + "elapsed_ms": 17649.95, + "prompt_metrics": { + "chars": 15566, + "bytes_utf8": 15566, + "lines": 541, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1473, + "bytes_utf8": 1473, + "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": 449, + "bytes_utf8": 449, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17110, + "cached_input_tokens": 15744, + "output_tokens": 350, + "reasoning_output_tokens": 203 + } + }, + "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_a/c4/artifacts/v2q_c4_abee4517589aada4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_abee4517589aada4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7742c30fa4571f4e2c8a769001de0f215c0bf91f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_abee4517589aada4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,541 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c4", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=r2ar8, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "r2ar8", + "target_col": "class", + "target_value": "nowin", + "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": 0.0, + "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,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_abee4517589aada4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_abee4517589aada4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a10d6303c7b87dc949d83b0a5cc674cd7040c40a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_abee4517589aada4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,6 @@ +{"type":"thread.started","thread_id":"019e40eb-e27a-79f3-ba07-7f539f1e95e6"} +{"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 17745. Please try again in 532ms. 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 1985280, Requested 17745. Please try again in 90ms. 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_tail_target_rate_extremes_v2\\nSELECT\\n \\\"r2ar8\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'nowin' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c4\\\"\\nGROUP BY \\\"r2ar8\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 16;\",\"notes\":\"Applies the planned Tail Target-Rate Extremes template with group_col=\\\"r2ar8\\\", target_col=\\\"class\\\", target_value='nowin', min_support=4, and top_k=16.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17110,"cached_input_tokens":15744,"output_tokens":350,"reasoning_output_tokens":203}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_abee4517589aada4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_abee4517589aada4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..51b591b00d9b14e68557a3c813e6e3a50d06c91e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_abee4517589aada4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"r2ar8\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'nowin' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c4\"\nGROUP BY \"r2ar8\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 16;","notes":"Applies the planned Tail Target-Rate Extremes template with group_col=\"r2ar8\", target_col=\"class\", target_value='nowin', min_support=4, and top_k=16."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_abee4517589aada4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_abee4517589aada4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ac15e1951e118a40/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ac15e1951e118a40/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..13b776f4df095a87d9d73a8d25b98ea8beb8c5be --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ac15e1951e118a40/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16028, "bytes_utf8": 16028, "lines": 543, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 728, "bytes_utf8": 728, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17204, "cached_input_tokens": 16768, "output_tokens": 551, "reasoning_output_tokens": 345}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ac15e1951e118a40/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ac15e1951e118a40/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e01791e996d10fa3db2a4481e3bbbf03e1e4c928 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ac15e1951e118a40/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": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_ac15e1951e118a40", + "api_calls": 0, + "input_tokens": 17204, + "cached_input_tokens": 16768, + "output_tokens": 551, + "total_tokens": 17755, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14730.91, + "sql_execution_elapsed_ms_total": 1.72, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ac15e1951e118a40/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ac15e1951e118a40/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ac15e1951e118a40/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..693d9e2ce908d8146529aacc033a63821290a39e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ac15e1951e118a40/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:37:19.165105+00:00", + "ended_at": "2026-05-19T15:37:33.896046+00:00", + "elapsed_ms": 14730.91, + "prompt_metrics": { + "chars": 16028, + "bytes_utf8": 16028, + "lines": 543, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1093, + "bytes_utf8": 1093, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 728, + "bytes_utf8": 728, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17204, + "cached_input_tokens": 16768, + "output_tokens": 551, + "reasoning_output_tokens": 345 + } + }, + "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_a/c4/artifacts/v2q_c4_ac15e1951e118a40/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ac15e1951e118a40/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..291a8a7a13dc8a9e20c5e595cb0845bd69392d63 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ac15e1951e118a40/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,543 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +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": "c4", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=bkxcr, condition_col=bkxcr.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "bkxcr", + "condition_col": "bkxcr", + "condition_value": "f", + "positive_value": "f", + "negative_value": "t", + "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": 0.0, + "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_a/c4/artifacts/v2q_c4_ac15e1951e118a40/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ac15e1951e118a40/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..23f9a690d617826b26c67695cb61f1e3a252e700 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ac15e1951e118a40/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e2-6561-77c1-a6be-dfb197371ef0"} +{"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 \\\"bkxcr\\\",\\n SUM(CASE WHEN \\\"bkxcr\\\" = 'f' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"bkxcr\\\" = 't' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c4\\\"\\n GROUP BY \\\"bkxcr\\\"\\n)\\nSELECT \\\"bkxcr\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the planned grouped-ratio template with group_col and condition_col both bound to \\\"bkxcr\\\". Because the grouping column matches the conditioned column, the 'f' group will have a zero denominator and yield NULL, while the 't' group will yield 0.0.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17204,"cached_input_tokens":16768,"output_tokens":551,"reasoning_output_tokens":345}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ac15e1951e118a40/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ac15e1951e118a40/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..792da8fca2c50ecae64d10d73a157018b8a6723d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ac15e1951e118a40/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"bkxcr\",\n SUM(CASE WHEN \"bkxcr\" = 'f' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"bkxcr\" = 't' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c4\"\n GROUP BY \"bkxcr\"\n)\nSELECT \"bkxcr\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applied the planned grouped-ratio template with group_col and condition_col both bound to \"bkxcr\". Because the grouping column matches the conditioned column, the 'f' group will have a zero denominator and yield NULL, while the 't' group will yield 0.0."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ac15e1951e118a40/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ac15e1951e118a40/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_accc05facc63bc2b/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_accc05facc63bc2b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..56a92d809ef85c824312e2561d4657f010a0dd02 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_accc05facc63bc2b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15562, "bytes_utf8": 15562, "lines": 541, "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": 439, "bytes_utf8": 439, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17106, "cached_input_tokens": 15744, "output_tokens": 446, "reasoning_output_tokens": 307}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_accc05facc63bc2b/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_accc05facc63bc2b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..66eb34d993eb28561fe62132e254ba081ab3bd63 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_accc05facc63bc2b/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": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_accc05facc63bc2b", + "api_calls": 0, + "input_tokens": 17106, + "cached_input_tokens": 15744, + "output_tokens": 446, + "total_tokens": 17552, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9800.42, + "sql_execution_elapsed_ms_total": 3.32, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_accc05facc63bc2b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_accc05facc63bc2b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_accc05facc63bc2b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..887fb7e7829234e966cfe661f76a492c9842faae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_accc05facc63bc2b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:46:35.641078+00:00", + "ended_at": "2026-05-19T15:46:45.441571+00:00", + "elapsed_ms": 9800.42, + "prompt_metrics": { + "chars": 15562, + "bytes_utf8": 15562, + "lines": 541, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 798, + "bytes_utf8": 798, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 439, + "bytes_utf8": 439, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17106, + "cached_input_tokens": 15744, + "output_tokens": 446, + "reasoning_output_tokens": 307 + } + }, + "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_a/c4/artifacts/v2q_c4_accc05facc63bc2b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_accc05facc63bc2b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e45f036cae7bdb95dc498e77af9d4c42803db34d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_accc05facc63bc2b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,541 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c4", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=katri, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "katri", + "target_col": "class", + "target_value": "won", + "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": 0.0, + "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,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_accc05facc63bc2b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_accc05facc63bc2b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..912f29d6141854a5b4b9c511ea7a3dc66a64d556 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_accc05facc63bc2b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ea-e36d-7ff3-86e0-185ef3c18350"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"katri\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'won' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c4\\\"\\nGROUP BY \\\"katri\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 18;\",\"notes\":\"Applies the planned Tail Target-Rate Extremes template with group_col=\\\"katri\\\", target_col=\\\"class\\\", target_value='won', min_support=4, and top_k=18.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17106,"cached_input_tokens":15744,"output_tokens":446,"reasoning_output_tokens":307}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_accc05facc63bc2b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_accc05facc63bc2b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e02246c25e0e5ba1ed6b2485ee81bf31eae29a7c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_accc05facc63bc2b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"katri\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'won' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c4\"\nGROUP BY \"katri\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 18;","notes":"Applies the planned Tail Target-Rate Extremes template with group_col=\"katri\", target_col=\"class\", target_value='won', min_support=4, and top_k=18."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_accc05facc63bc2b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_accc05facc63bc2b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ad32be6cb2f1c3c0/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ad32be6cb2f1c3c0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2399ca9184b94a8686f4e9dfe6fee2b9898781e4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ad32be6cb2f1c3c0/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=skach. +Result preview: [{"skach": "t", "support": 11}, {"skach": "f", "support": 3185}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ad32be6cb2f1c3c0/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ad32be6cb2f1c3c0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3599303e7531736b0281ae21441d547fce1e75d8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ad32be6cb2f1c3c0/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: c4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c4_ad32be6cb2f1c3c0 +-- problem_id: v2p_c4_beb6b10d90949804 +-- realization_mode: agent +-- source_kind: agent +SELECT + "skach", + COUNT(*) AS "support" +FROM "c4" +GROUP BY "skach" +ORDER BY "support" ASC, "skach" +LIMIT 11; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ad32be6cb2f1c3c0/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ad32be6cb2f1c3c0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6e8b638d4eb27d8b667ba48b3e06422e5080b194 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ad32be6cb2f1c3c0/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_tail_low_support_group_count_v2\nSELECT\n \"skach\",\n COUNT(*) AS \"support\"\nFROM \"c4\"\nGROUP BY \"skach\"\nORDER BY \"support\" ASC, \"skach\"\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"skach\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"skach\\\"\\nORDER BY \\\"support\\\" ASC, \\\"skach\\\"\\nLIMIT 11;\", \"columns\": [\"skach\", \"support\"], \"rows\": [{\"skach\": \"t\", \"support\": 11}, {\"skach\": \"f\", \"support\": 3185}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.61}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ad32be6cb2f1c3c0/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ad32be6cb2f1c3c0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..345c18719646043b447e708b434ad098247d7473 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ad32be6cb2f1c3c0/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "c4", + "started_at": "2026-05-19T15:39:44.847053+00:00", + "ended_at": "2026-05-19T15:39:59.012710+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c4_ad32be6cb2f1c3c0", + "problem_id": "v2p_c4_beb6b10d90949804", + "dataset_id": "c4", + "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=skach.", + "bindings": { + "group_col": "skach", + "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": 0.0, + "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=61" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "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_a/c4/sql/v2q_c4_ad32be6cb2f1c3c0.sql", + "usage_summary": { + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_ad32be6cb2f1c3c0", + "api_calls": 0, + "input_tokens": 17001, + "cached_input_tokens": 12032, + "output_tokens": 318, + "total_tokens": 17319, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14157.81, + "sql_execution_elapsed_ms_total": 2.61, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ad32be6cb2f1c3c0/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ad32be6cb2f1c3c0/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ad32be6cb2f1c3c0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2a9936f88c9d6939285bd6bf4562753517d23fa2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ad32be6cb2f1c3c0/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:39:59.007571+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": 14157.81, "started_at": "2026-05-19T15:39:44.848273+00:00", "ended_at": "2026-05-19T15:39:59.006117+00:00", "prompt_metrics": {"chars": 15218, "bytes_utf8": 15218, "lines": 538, "estimated_tokens": null}, "response_metrics": {"chars": 350, "bytes_utf8": 350, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17001, "cached_input_tokens": 12032, "output_tokens": 318, "reasoning_output_tokens": 215}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"skach\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"skach\\\"\\nORDER BY \\\"support\\\" ASC, \\\"skach\\\"\\nLIMIT 11;\",\"notes\":\"Uses the requested Low-Support Group Count template with group_col=\\\"skach\\\" on the single table \\\"c4\\\", returning the 11 lowest-support groups.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ad32be6cb2f1c3c0/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ad32be6cb2f1c3c0/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1d1acd01c9e57c5dc272ed852acc02db1db9f6b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ad32be6cb2f1c3c0/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_ad32be6cb2f1c3c0", + "api_calls": 0, + "input_tokens": 17001, + "cached_input_tokens": 12032, + "output_tokens": 318, + "total_tokens": 17319, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14157.81, + "sql_execution_elapsed_ms_total": 2.61, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ad32be6cb2f1c3c0/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ad83621f6f254f34/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ad83621f6f254f34/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0d3a66da2f1162a8089147142f0d696d954b97a4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ad83621f6f254f34/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,8 @@ +{"type":"thread.started","thread_id":"019e40db-8e1e-7c12-a86f-b3c25c57cf5f"} +{"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 17655. Please try again in 529ms. 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 1988025, Requested 17655. Please try again in 170ms. 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 1985883, Requested 17655. Please try again in 106ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 5/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1987043, Requested 17655. Please try again in 140ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"bkxcr\\\", COUNT(DISTINCT \\\"bkxcr\\\") AS \\\"distinct_entities\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bkxcr\\\"\\nORDER BY \\\"distinct_entities\\\" DESC\\nLIMIT 11;\",\"notes\":\"Used the provided template and bindings exactly with group_col=\\\"bkxcr\\\", entity_col=\\\"bkxcr\\\", and top_k=11. Because the grouping and distinct-count columns are the same, each non-NULL group will typically have a distinct count of 1.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17020,"cached_input_tokens":15744,"output_tokens":385,"reasoning_output_tokens":258}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ada950bb2b600e80/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ada950bb2b600e80/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7500503fb90b67d4ecae9870b1ed5ca607604015 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ada950bb2b600e80/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=bkblk, condition_col=bkblk. +Result preview: [{"bkblk": "t", "condition_ratio": 0.0}, {"bkblk": "f", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ada950bb2b600e80/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ada950bb2b600e80/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..85dc672c04e71ed99c91ee169872df0356c7167a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ada950bb2b600e80/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: c4 +-- 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_c4_ada950bb2b600e80 +-- problem_id: v2p_c4_fe8c3db228a000f0 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "bkblk", + SUM(CASE WHEN "bkblk" = 'f' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "bkblk" = 't' THEN 1 ELSE 0 END) AS denominator_count + FROM "c4" + GROUP BY "bkblk" +) +SELECT "bkblk", + 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_a/c4/artifacts/v2q_c4_ada950bb2b600e80/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ada950bb2b600e80/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..091db88220f0e0a25aba3a926a5c6ab0db2f13db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ada950bb2b600e80/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 \"bkblk\",\n SUM(CASE WHEN \"bkblk\" = 'f' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"bkblk\" = 't' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c4\"\n GROUP BY \"bkblk\"\n)\nSELECT \"bkblk\",\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 \\\"bkblk\\\",\\n SUM(CASE WHEN \\\"bkblk\\\" = 'f' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"bkblk\\\" = 't' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c4\\\"\\n GROUP BY \\\"bkblk\\\"\\n)\\nSELECT \\\"bkblk\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"bkblk\", \"condition_ratio\"], \"rows\": [{\"bkblk\": \"t\", \"condition_ratio\": 0.0}, {\"bkblk\": \"f\", \"condition_ratio\": null}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.22}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ada950bb2b600e80/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ada950bb2b600e80/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..889484381f7432892c61642e64da2f42cbe61f42 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ada950bb2b600e80/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "c4", + "started_at": "2026-05-19T15:36:02.822248+00:00", + "ended_at": "2026-05-19T15:36:14.008953+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c4_ada950bb2b600e80", + "problem_id": "v2p_c4_fe8c3db228a000f0", + "dataset_id": "c4", + "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=bkblk, condition_col=bkblk.", + "bindings": { + "group_col": "bkblk", + "condition_col": "bkblk", + "condition_value": "f", + "positive_value": "f", + "negative_value": "t", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "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_a/c4/sql/v2q_c4_ada950bb2b600e80.sql", + "usage_summary": { + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_ada950bb2b600e80", + "api_calls": 0, + "input_tokens": 17202, + "cached_input_tokens": 12032, + "output_tokens": 478, + "total_tokens": 17680, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11179.05, + "sql_execution_elapsed_ms_total": 2.22, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ada950bb2b600e80/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ada950bb2b600e80/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ada950bb2b600e80/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c0ee85ede85a3626c9273e46abdde9d293316683 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ada950bb2b600e80/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:36:14.004802+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": 11179.05, "started_at": "2026-05-19T15:36:02.824598+00:00", "ended_at": "2026-05-19T15:36:14.003679+00:00", "prompt_metrics": {"chars": 16028, "bytes_utf8": 16028, "lines": 543, "estimated_tokens": null}, "response_metrics": {"chars": 752, "bytes_utf8": 752, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17202, "cached_input_tokens": 12032, "output_tokens": 478, "reasoning_output_tokens": 279}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"bkblk\\\",\\n SUM(CASE WHEN \\\"bkblk\\\" = 'f' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"bkblk\\\" = 't' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c4\\\"\\n GROUP BY \\\"bkblk\\\"\\n)\\nSELECT \\\"bkblk\\\",\\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 both group_col and condition_col bound to \\\"bkblk\\\", using positive_value='f' and negative_value='t'. Because the grouping column and condition column are the same, one group will have a zero denominator and yield NULL via NULLIF.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ada950bb2b600e80/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ada950bb2b600e80/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..277e868e1b0c313044a451d164ee502beb0b20a1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ada950bb2b600e80/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_ada950bb2b600e80", + "api_calls": 0, + "input_tokens": 17202, + "cached_input_tokens": 12032, + "output_tokens": 478, + "total_tokens": 17680, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11179.05, + "sql_execution_elapsed_ms_total": 2.22, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ada950bb2b600e80/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ae1aeabbfe473134/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ae1aeabbfe473134/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..44f7d9eb0a06479269027fda3478de2f2d530fd5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ae1aeabbfe473134/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "f", "support": 2631, "support_share": 0.8232165206508135, "support_rank": 1}, {"value_label": "t", "support": 565, "support_share": 0.17678347934918648, "support_rank": 2}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ae1aeabbfe473134/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ae1aeabbfe473134/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..728aac672af78d94d3cfa9adc2c7a3a02528c779 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ae1aeabbfe473134/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: c4 +-- 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_c4_ae1aeabbfe473134 +-- problem_id: v2p_c4_384fc258e10b375b +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "wkcti" AS value_label, COUNT(*) AS support + FROM "c4" + GROUP BY "wkcti" +) +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_a/c4/artifacts/v2q_c4_ae1aeabbfe473134/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ae1aeabbfe473134/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f4a8becc75d8234e84661503b763848d113e8db6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ae1aeabbfe473134/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_a\n-- sql_source_dataset_id: c4\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_c4_ae1aeabbfe473134\n-- problem_id: v2p_c4_384fc258e10b375b\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"wkcti\" AS value_label, COUNT(*) AS support\n FROM \"c4\"\n GROUP BY \"wkcti\"\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_a\\n-- sql_source_dataset_id: c4\\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_c4_ae1aeabbfe473134\\n-- problem_id: v2p_c4_384fc258e10b375b\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"wkcti\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c4\\\"\\n GROUP BY \\\"wkcti\\\"\\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\": \"f\", \"support\": 2631, \"support_share\": 0.8232165206508135, \"support_rank\": 1}, {\"value_label\": \"t\", \"support\": 565, \"support_share\": 0.17678347934918648, \"support_rank\": 2}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.09}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ae1aeabbfe473134/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ae1aeabbfe473134/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ce8a0efe35d1f99fbec3f46d17fc83c1388aeb6b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ae1aeabbfe473134/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "c4", + "started_at": "2026-05-19T15:58:50.511413+00:00", + "ended_at": "2026-05-19T15:58:50.513140+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c4_ae1aeabbfe473134", + "problem_id": "v2p_c4_384fc258e10b375b", + "dataset_id": "c4", + "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=wkcti.", + "bindings": { + "group_col": "wkcti" + }, + "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_a/c4/sql/v2q_c4_ae1aeabbfe473134.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_a/c4/artifacts/v2q_c4_ae1aeabbfe473134/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ae1aeabbfe473134/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ae1aeabbfe473134/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_a/c4/artifacts/v2q_c4_ae2db267fd517c10/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ae2db267fd517c10/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..129d4a7afb5a98ec1ea79a0031e5f6ff548cd5d8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ae2db267fd517c10/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15562, "bytes_utf8": 15562, "lines": 541, "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": 476, "bytes_utf8": 476, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17107, "cached_input_tokens": 15744, "output_tokens": 396, "reasoning_output_tokens": 250}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ae2db267fd517c10/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ae2db267fd517c10/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8f76e4e69d3efec93e5c85a738336183ec6d3a4d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ae2db267fd517c10/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": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_ae2db267fd517c10", + "api_calls": 0, + "input_tokens": 17107, + "cached_input_tokens": 15744, + "output_tokens": 396, + "total_tokens": 17503, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14711.54, + "sql_execution_elapsed_ms_total": 1.54, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ae2db267fd517c10/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ae2db267fd517c10/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ae2db267fd517c10/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..822be0cfb3a4e00d522ea225cba38178a5748b65 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ae2db267fd517c10/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": "2026-05-19T15:44:58.848011+00:00", + "ended_at": "2026-05-19T15:45:13.559577+00:00", + "elapsed_ms": 14711.54, + "prompt_metrics": { + "chars": 15562, + "bytes_utf8": 15562, + "lines": 541, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1168, + "bytes_utf8": 1168, + "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": 476, + "bytes_utf8": 476, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17107, + "cached_input_tokens": 15744, + "output_tokens": 396, + "reasoning_output_tokens": 250 + } + }, + "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_a/c4/artifacts/v2q_c4_ae2db267fd517c10/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ae2db267fd517c10/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1f1e68a8221e1df64b22ff4c0a4161169523b7ed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ae2db267fd517c10/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,541 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c4", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=dsopp, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "dsopp", + "target_col": "class", + "target_value": "nowin", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "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,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ae2db267fd517c10/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ae2db267fd517c10/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3a1b9a40f7d77ea8f52f5a5e693ee0837a1e32c1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ae2db267fd517c10/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40e9-68f4-7072-998d-8277c1e7566f"} +{"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 17742. Please try again in 532ms. 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_tail_target_rate_extremes_v2\\nSELECT\\n \\\"dsopp\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'nowin' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c4\\\"\\nGROUP BY \\\"dsopp\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 10;\",\"notes\":\"Applies the Tail Target-Rate Extremes template using \\\"dsopp\\\" as the grouping field and \\\"class\\\" = 'nowin' as the focus target, with minimum support 5 and top 10 groups returned.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17107,"cached_input_tokens":15744,"output_tokens":396,"reasoning_output_tokens":250}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ae2db267fd517c10/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ae2db267fd517c10/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d2920a112f4982e6dae7c65b3ee76f77b8f1abb7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ae2db267fd517c10/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"dsopp\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'nowin' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c4\"\nGROUP BY \"dsopp\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 10;","notes":"Applies the Tail Target-Rate Extremes template using \"dsopp\" as the grouping field and \"class\" = 'nowin' as the focus target, with minimum support 5 and top 10 groups returned."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ae2db267fd517c10/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ae2db267fd517c10/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_aee3b237edba2f63/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_aee3b237edba2f63/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6d3dc505d0666382701e4cbe6904bbf7a7fae7ef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_aee3b237edba2f63/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=wknck, condition_col=wknck. +Result preview: [{"wknck": "f", "condition_rate": 1.0}, {"wknck": "t", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_aee3b237edba2f63/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_aee3b237edba2f63/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..10ad0682c9912dd2fd92f3ad9a29171303c2eeed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_aee3b237edba2f63/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: c4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c4_aee3b237edba2f63 +-- problem_id: v2p_c4_4be7d4610a043206 +-- realization_mode: agent +-- source_kind: agent +SELECT "wknck", + AVG(CASE WHEN "wknck" = 'f' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "c4" +GROUP BY "wknck" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_aee3b237edba2f63/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_aee3b237edba2f63/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..73e53a51253d254542e4d7481300c284f52f6cf7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_aee3b237edba2f63/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 \"wknck\",\n AVG(CASE WHEN \"wknck\" = 'f' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"c4\"\nGROUP BY \"wknck\"\nORDER BY \"condition_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"wknck\\\",\\n AVG(CASE WHEN \\\"wknck\\\" = 'f' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"wknck\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\", \"columns\": [\"wknck\", \"condition_rate\"], \"rows\": [{\"wknck\": \"f\", \"condition_rate\": 1.0}, {\"wknck\": \"t\", \"condition_rate\": 0.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.06}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_aee3b237edba2f63/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_aee3b237edba2f63/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..eec0371571e29691b500bbfd7351cc2585656c78 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_aee3b237edba2f63/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "c4", + "started_at": "2026-05-19T15:35:32.731777+00:00", + "ended_at": "2026-05-19T15:35:41.029128+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c4_aee3b237edba2f63", + "problem_id": "v2p_c4_4be7d4610a043206", + "dataset_id": "c4", + "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=wknck, condition_col=wknck.", + "bindings": { + "group_col": "wknck", + "condition_col": "wknck", + "condition_value": "f", + "positive_value": "f", + "negative_value": "t", + "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": 0.0, + "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=32" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/sql/v2q_c4_aee3b237edba2f63.sql", + "usage_summary": { + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_aee3b237edba2f63", + "api_calls": 0, + "input_tokens": 17057, + "cached_input_tokens": 15744, + "output_tokens": 325, + "total_tokens": 17382, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8291.78, + "sql_execution_elapsed_ms_total": 2.06, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_aee3b237edba2f63/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_aee3b237edba2f63/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_aee3b237edba2f63/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..baa7cec711e2fede9c35675ea3c96462d009b784 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_aee3b237edba2f63/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:35:41.025648+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": 8291.78, "started_at": "2026-05-19T15:35:32.732999+00:00", "ended_at": "2026-05-19T15:35:41.024808+00:00", "prompt_metrics": {"chars": 15473, "bytes_utf8": 15473, "lines": 543, "estimated_tokens": null}, "response_metrics": {"chars": 486, "bytes_utf8": 486, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17057, "cached_input_tokens": 15744, "output_tokens": 325, "reasoning_output_tokens": 179}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"wknck\\\",\\n AVG(CASE WHEN \\\"wknck\\\" = 'f' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"wknck\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Applied the provided Grouped Condition Rate template with group_col=\\\"wknck\\\" and condition_col=\\\"wknck\\\" using condition_value='f'. Because the grouping and condition columns are the same, each group's rate will be 1.0 for \\\"wknck\\\"='f' and 0.0 otherwise.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_aee3b237edba2f63/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_aee3b237edba2f63/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..117d76ea831742c9d0d6fc5c714cf69135ee1660 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_aee3b237edba2f63/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_aee3b237edba2f63", + "api_calls": 0, + "input_tokens": 17057, + "cached_input_tokens": 15744, + "output_tokens": 325, + "total_tokens": 17382, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8291.78, + "sql_execution_elapsed_ms_total": 2.06, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_aee3b237edba2f63/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_af6db1ef764fc692/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_af6db1ef764fc692/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e04a595dfd007c80e2160c788f4b80e74a5fcd38 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_af6db1ef764fc692/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15394, "bytes_utf8": 15394, "lines": 540, "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": 382, "bytes_utf8": 382, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17074, "cached_input_tokens": 12032, "output_tokens": 359, "reasoning_output_tokens": 232}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_af6db1ef764fc692/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_af6db1ef764fc692/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6a287a1d2cc390cfe84670b0bb33a689647994c8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_af6db1ef764fc692/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": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_af6db1ef764fc692", + "api_calls": 0, + "input_tokens": 17074, + "cached_input_tokens": 12032, + "output_tokens": 359, + "total_tokens": 17433, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20221.38, + "sql_execution_elapsed_ms_total": 2.96, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_af6db1ef764fc692/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_af6db1ef764fc692/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_af6db1ef764fc692/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4346be6b8b7ca1945b6aae1a547bca24fe7cdda4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_af6db1ef764fc692/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:42:34.687486+00:00", + "ended_at": "2026-05-19T15:42:54.908890+00:00", + "elapsed_ms": 20221.38, + "prompt_metrics": { + "chars": 15394, + "bytes_utf8": 15394, + "lines": 540, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1758, + "bytes_utf8": 1758, + "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": 382, + "bytes_utf8": 382, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17074, + "cached_input_tokens": 12032, + "output_tokens": 359, + "reasoning_output_tokens": 232 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_af6db1ef764fc692/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_af6db1ef764fc692/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e4486538752bcb62734467ff4784e8d7f3243444 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_af6db1ef764fc692/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,540 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c4", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=bkon8, group_col_2=bkspr.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "bkon8", + "group_col_2": "bkspr", + "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": 0.0, + "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 {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_af6db1ef764fc692/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_af6db1ef764fc692/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c3cc8065a1cd5453a8406079fe27a7c9ce722a40 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_af6db1ef764fc692/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,7 @@ +{"type":"thread.started","thread_id":"019e40e7-35c9-7ca1-bcfe-3bd54dfca009"} +{"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 17709. Please try again in 531ms. 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 1984489, Requested 17709. Please try again in 65ms. 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 17709. Please try again in 531ms. 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_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"bkon8\\\",\\n \\\"bkspr\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bkon8\\\", \\\"bkspr\\\"\\nORDER BY \\\"support\\\" ASC, \\\"bkon8\\\", \\\"bkspr\\\"\\nLIMIT 17;\",\"notes\":\"Applies the Pairwise Sparse Slice Count template with group_col=\\\"bkon8\\\" and group_col_2=\\\"bkspr\\\", returning the 17 least-supported value pairs.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17074,"cached_input_tokens":12032,"output_tokens":359,"reasoning_output_tokens":232}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_af6db1ef764fc692/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_af6db1ef764fc692/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..37c57472b2973798820973f3d0dd98af88afe9fd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_af6db1ef764fc692/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"bkon8\",\n \"bkspr\",\n COUNT(*) AS \"support\"\nFROM \"c4\"\nGROUP BY \"bkon8\", \"bkspr\"\nORDER BY \"support\" ASC, \"bkon8\", \"bkspr\"\nLIMIT 17;","notes":"Applies the Pairwise Sparse Slice Count template with group_col=\"bkon8\" and group_col_2=\"bkspr\", returning the 17 least-supported value pairs."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_af6db1ef764fc692/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_af6db1ef764fc692/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_b0f8daa09900a878/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_b0f8daa09900a878/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c15bf949700917f340342ecb4a6fba5858c5df2c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_b0f8daa09900a878/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:52:42.968299+00:00", + "ended_at": "2026-05-19T15:52:46.246081+00:00", + "elapsed_ms": 3277.76, + "returncode": 1, + "prompt_metrics": { + "chars": 15522, + "bytes_utf8": 15522, + "lines": 543, + "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_a/c4/artifacts/v2q_c4_b0f8daa09900a878/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_b0f8daa09900a878/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1892a6726304f044735a79a465d3252020022ea3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_b0f8daa09900a878/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": "2026-05-19T15:52:47.248578+00:00", + "ended_at": "2026-05-19T15:52:50.342359+00:00", + "elapsed_ms": 3093.74, + "returncode": 1, + "prompt_metrics": { + "chars": 15522, + "bytes_utf8": 15522, + "lines": 543, + "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_a/c4/artifacts/v2q_c4_b0f8daa09900a878/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_b0f8daa09900a878/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d756ea28c1868a1d009508de8ea417ee86755095 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_b0f8daa09900a878/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,543 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c4", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=bkona, group_col_2=bkspr, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "bkona", + "group_col_2": "bkspr", + "target_col": "class", + "target_value": "nowin", + "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": 0.0, + "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}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_b0f8daa09900a878/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_b0f8daa09900a878/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d756ea28c1868a1d009508de8ea417ee86755095 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_b0f8daa09900a878/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,543 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c4", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=bkona, group_col_2=bkspr, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "bkona", + "group_col_2": "bkspr", + "target_col": "class", + "target_value": "nowin", + "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": 0.0, + "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}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_b0f8daa09900a878/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_b0f8daa09900a878/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c09da800b7396a245c21f735eefd24451e05ea94 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_b0f8daa09900a878/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f0-7ddf-7e31-9052-1e560f6bb580"} +{"type":"turn.started"} +{"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_a/c4/artifacts/v2q_c4_b0f8daa09900a878/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_b0f8daa09900a878/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3521bf50420a62e52f251cf6bfe6963a1f7d09e8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_b0f8daa09900a878/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f0-7ddf-7e31-9052-1e560f6bb580"} +{"type":"turn.started"} +{"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_a/c4/artifacts/v2q_c4_b0f8daa09900a878/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_b0f8daa09900a878/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a7e99df82b566eb385abf1f198d212c5bcf4b545 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_b0f8daa09900a878/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f0-8ea6-74b2-aa2c-2c6e2499d77e"} +{"type":"turn.started"} +{"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_a/c4/artifacts/v2q_c4_b0f8daa09900a878/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_b0f8daa09900a878/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7b0f4a9350d1b1ea5af162d0dc8c2525205dc54e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_b0f8daa09900a878/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f0-8ea6-74b2-aa2c-2c6e2499d77e"} +{"type":"turn.started"} +{"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_a/c4/artifacts/v2q_c4_b0f8daa09900a878/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_b0f8daa09900a878/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_b0f8daa09900a878/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_b0f8daa09900a878/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_b4fd9b12a6e0344b/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_b4fd9b12a6e0344b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c198c3c7f5a282b23e4678bedc010f59e8791960 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_b4fd9b12a6e0344b/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "f", "support": 2839, "support_share": 0.8882978723404256, "cumulative_support": 2839}, {"value_label": "t", "support": 357, "support_share": 0.11170212765957446, "cumulative_support": 3196}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_b4fd9b12a6e0344b/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_b4fd9b12a6e0344b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9940ce917832723680a3f0e1cf25e298b9d5a378 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_b4fd9b12a6e0344b/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: c4 +-- 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_c4_b4fd9b12a6e0344b +-- problem_id: v2p_c4_5068bae5e47c7d52 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "bkblk" AS value_label, COUNT(*) AS support + FROM "c4" + GROUP BY "bkblk" +), 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_a/c4/artifacts/v2q_c4_b4fd9b12a6e0344b/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_b4fd9b12a6e0344b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7f77c8e20cd2b9b7c5d730658fea7d1e7dac26c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_b4fd9b12a6e0344b/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_a\n-- sql_source_dataset_id: c4\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_c4_b4fd9b12a6e0344b\n-- problem_id: v2p_c4_5068bae5e47c7d52\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"bkblk\" AS value_label, COUNT(*) AS support\n FROM \"c4\"\n GROUP BY \"bkblk\"\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_a\\n-- sql_source_dataset_id: c4\\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_c4_b4fd9b12a6e0344b\\n-- problem_id: v2p_c4_5068bae5e47c7d52\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"bkblk\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c4\\\"\\n GROUP BY \\\"bkblk\\\"\\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\": \"f\", \"support\": 2839, \"support_share\": 0.8882978723404256, \"cumulative_support\": 2839}, {\"value_label\": \"t\", \"support\": 357, \"support_share\": 0.11170212765957446, \"cumulative_support\": 3196}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.35}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_b4fd9b12a6e0344b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_b4fd9b12a6e0344b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cabc9139cb2dbd37073840dc136968b9c5bb2734 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_b4fd9b12a6e0344b/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "c4", + "started_at": "2026-05-19T15:58:50.463385+00:00", + "ended_at": "2026-05-19T15:58:50.465841+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c4_b4fd9b12a6e0344b", + "problem_id": "v2p_c4_5068bae5e47c7d52", + "dataset_id": "c4", + "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=bkblk.", + "bindings": { + "group_col": "bkblk" + }, + "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_a/c4/sql/v2q_c4_b4fd9b12a6e0344b.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_a/c4/artifacts/v2q_c4_b4fd9b12a6e0344b/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_b4fd9b12a6e0344b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_b4fd9b12a6e0344b/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_a/c4/artifacts/v2q_c4_bf4cea999261d2dc/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_bf4cea999261d2dc/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..844a01a332c1a8d626e26c5a74acbefb24a402cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_bf4cea999261d2dc/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=skewr. +Result preview: [{"skewr": "t", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_bf4cea999261d2dc/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_bf4cea999261d2dc/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..38024dc9df6daf5e5419878236fc14c7e0732801 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_bf4cea999261d2dc/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: c4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c4_bf4cea999261d2dc +-- problem_id: v2p_c4_f802d4e6f349af57 +-- realization_mode: agent +-- source_kind: agent +SELECT "skewr", COUNT(DISTINCT "skewr") AS "distinct_entities" +FROM "c4" +WHERE "skewr" = 't' +GROUP BY "skewr" +ORDER BY "distinct_entities" DESC +LIMIT 11; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_bf4cea999261d2dc/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_bf4cea999261d2dc/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..94405dd32ea930076fb69b6395c10a0b3607a98d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_bf4cea999261d2dc/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_filtered_distinct_topk\nSELECT \"skewr\", COUNT(DISTINCT \"skewr\") AS \"distinct_entities\"\nFROM \"c4\"\nWHERE \"skewr\" = 't'\nGROUP BY \"skewr\"\nORDER BY \"distinct_entities\" DESC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"skewr\\\", COUNT(DISTINCT \\\"skewr\\\") AS \\\"distinct_entities\\\"\\nFROM \\\"c4\\\"\\nWHERE \\\"skewr\\\" = 't'\\nGROUP BY \\\"skewr\\\"\\nORDER BY \\\"distinct_entities\\\" DESC\\nLIMIT 11;\", \"columns\": [\"skewr\", \"distinct_entities\"], \"rows\": [{\"skewr\": \"t\", \"distinct_entities\": 1}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.11}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_bf4cea999261d2dc/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_bf4cea999261d2dc/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e829eff65e379de9d04131b66c6e3cf25d3cd792 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_bf4cea999261d2dc/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "c4", + "started_at": "2026-05-19T15:57:21.747406+00:00", + "ended_at": "2026-05-19T15:57:36.225273+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c4_bf4cea999261d2dc", + "problem_id": "v2p_c4_f802d4e6f349af57", + "dataset_id": "c4", + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=skewr.", + "bindings": { + "group_col": "skewr", + "predicate_col": "skewr", + "predicate_op": "=", + "predicate_value": "t", + "entity_col": "skewr", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "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", + "entity_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "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", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/sql/v2q_c4_bf4cea999261d2dc.sql", + "usage_summary": { + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_bf4cea999261d2dc", + "api_calls": 0, + "input_tokens": 17077, + "cached_input_tokens": 15744, + "output_tokens": 645, + "total_tokens": 17722, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14472.83, + "sql_execution_elapsed_ms_total": 1.11, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_bf4cea999261d2dc/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_bf4cea999261d2dc/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_bf4cea999261d2dc/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..81d877b1e7fe058e0639e773628c9c464ad299aa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_bf4cea999261d2dc/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:57:36.222573+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": 14472.83, "started_at": "2026-05-19T15:57:21.748929+00:00", "ended_at": "2026-05-19T15:57:36.221784+00:00", "prompt_metrics": {"chars": 15551, "bytes_utf8": 15551, "lines": 544, "estimated_tokens": null}, "response_metrics": {"chars": 509, "bytes_utf8": 509, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17077, "cached_input_tokens": 15744, "output_tokens": 645, "reasoning_output_tokens": 498}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"skewr\\\", COUNT(DISTINCT \\\"skewr\\\") AS \\\"distinct_entities\\\"\\nFROM \\\"c4\\\"\\nWHERE \\\"skewr\\\" = 't'\\nGROUP BY \\\"skewr\\\"\\nORDER BY \\\"distinct_entities\\\" DESC\\nLIMIT 11;\",\"notes\":\"Used the provided template and fixed bindings exactly: group_col=\\\"skewr\\\", entity_col=\\\"skewr\\\", predicate_col=\\\"skewr\\\", predicate_value='t', top_k=11. Because the group and distinct entity columns are the same, the distinct count per group will be at most 1.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_bf4cea999261d2dc/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_bf4cea999261d2dc/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..521a0d905e39175c1b5e2d87bf1b96ed2d9bc60f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_bf4cea999261d2dc/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_bf4cea999261d2dc", + "api_calls": 0, + "input_tokens": 17077, + "cached_input_tokens": 15744, + "output_tokens": 645, + "total_tokens": 17722, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14472.83, + "sql_execution_elapsed_ms_total": 1.11, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_bf4cea999261d2dc/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c2210231c538c3b6/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c2210231c538c3b6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..72f2fa1e408341a4112e6f7e102e6d14e96f8293 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c2210231c538c3b6/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=mulch, target_col=class. +Result preview: [{"mulch": "t", "support": 156, "focus_rate": 0.8269230769230769}, {"mulch": "f", "support": 3040, "focus_rate": 0.4598684210526316}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c2210231c538c3b6/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c2210231c538c3b6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ad2160fbd167eca6621f41f108365c1b0f3fccb7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c2210231c538c3b6/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: c4 +-- 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_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c4_c2210231c538c3b6 +-- problem_id: v2p_c4_0ac7d98f2e49a45c +-- realization_mode: agent +-- source_kind: agent +SELECT + "mulch", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'nowin' THEN 1 ELSE 0 END) AS focus_rate +FROM "c4" +GROUP BY "mulch" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 14; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c2210231c538c3b6/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c2210231c538c3b6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ce84c87e3b6d8c81aa476964e90d74166156ce90 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c2210231c538c3b6/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_tail_target_rate_extremes_v2\nSELECT\n \"mulch\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'nowin' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c4\"\nGROUP BY \"mulch\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"mulch\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'nowin' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c4\\\"\\nGROUP BY \\\"mulch\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 14;\", \"columns\": [\"mulch\", \"support\", \"focus_rate\"], \"rows\": [{\"mulch\": \"t\", \"support\": 156, \"focus_rate\": 0.8269230769230769}, {\"mulch\": \"f\", \"support\": 3040, \"focus_rate\": 0.4598684210526316}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.57}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c2210231c538c3b6/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c2210231c538c3b6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7d8575b1e0b50e7bebe4aaacef2843d3f5d7bedc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c2210231c538c3b6/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "c4", + "started_at": "2026-05-19T15:46:45.450427+00:00", + "ended_at": "2026-05-19T15:46:54.948220+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c4_c2210231c538c3b6", + "problem_id": "v2p_c4_0ac7d98f2e49a45c", + "dataset_id": "c4", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "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 Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=mulch, target_col=class.", + "bindings": { + "group_col": "mulch", + "target_col": "class", + "target_value": "nowin", + "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": 0.0, + "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", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "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_a/c4/sql/v2q_c4_c2210231c538c3b6.sql", + "usage_summary": { + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_c2210231c538c3b6", + "api_calls": 0, + "input_tokens": 17107, + "cached_input_tokens": 15744, + "output_tokens": 373, + "total_tokens": 17480, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9491.01, + "sql_execution_elapsed_ms_total": 1.57, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c2210231c538c3b6/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c2210231c538c3b6/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c2210231c538c3b6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8d113bd28a6c03cf9911f473f969d32f33ad434f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c2210231c538c3b6/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:46:54.945420+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": 9491.01, "started_at": "2026-05-19T15:46:45.453440+00:00", "ended_at": "2026-05-19T15:46:54.944497+00:00", "prompt_metrics": {"chars": 15562, "bytes_utf8": 15562, "lines": 541, "estimated_tokens": null}, "response_metrics": {"chars": 438, "bytes_utf8": 438, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17107, "cached_input_tokens": 15744, "output_tokens": 373, "reasoning_output_tokens": 234}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"mulch\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'nowin' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c4\\\"\\nGROUP BY \\\"mulch\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 14;\",\"notes\":\"Uses the Tail Target-Rate Extremes template with group_col=\\\"mulch\\\", target_col=\\\"class\\\", target_value='nowin', min_support=5, and top_k=14.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c2210231c538c3b6/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c2210231c538c3b6/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..14207420a30a204a2ab6f88015bd9b6b9f36df6e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c2210231c538c3b6/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_c2210231c538c3b6", + "api_calls": 0, + "input_tokens": 17107, + "cached_input_tokens": 15744, + "output_tokens": 373, + "total_tokens": 17480, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9491.01, + "sql_execution_elapsed_ms_total": 1.57, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c2210231c538c3b6/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c3d12910fe73d662/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c3d12910fe73d662/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..00475a41daface23a3e3bb1d1d31623d01652136 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c3d12910fe73d662/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15466, "bytes_utf8": 15466, "lines": 543, "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": 349, "bytes_utf8": 349, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17055, "cached_input_tokens": 15744, "output_tokens": 303, "reasoning_output_tokens": 199}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c3d12910fe73d662/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c3d12910fe73d662/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..25abd30bdd2c545b56c4a6d98cd6b06978e797c6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c3d12910fe73d662/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": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_c3d12910fe73d662", + "api_calls": 0, + "input_tokens": 17055, + "cached_input_tokens": 15744, + "output_tokens": 303, + "total_tokens": 17358, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7970.64, + "sql_execution_elapsed_ms_total": 1.48, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c3d12910fe73d662/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c3d12910fe73d662/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c3d12910fe73d662/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1b07c4279a52151c7fe9cc7db112b6bcb487c652 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c3d12910fe73d662/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": "2026-05-19T15:34:39.632581+00:00", + "ended_at": "2026-05-19T15:34:47.603259+00:00", + "elapsed_ms": 7970.64, + "prompt_metrics": { + "chars": 15466, + "bytes_utf8": 15466, + "lines": 543, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 712, + "bytes_utf8": 712, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 349, + "bytes_utf8": 349, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17055, + "cached_input_tokens": 15744, + "output_tokens": 303, + "reasoning_output_tokens": 199 + } + }, + "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_a/c4/artifacts/v2q_c4_c3d12910fe73d662/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c3d12910fe73d662/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..22966bf8acda74876d8083758157363388464c57 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c3d12910fe73d662/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,543 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +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": "c4", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=thrsk, condition_col=thrsk.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "thrsk", + "condition_col": "thrsk", + "condition_value": "t", + "positive_value": "f", + "negative_value": "t", + "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": 0.0, + "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_a/c4/artifacts/v2q_c4_c3d12910fe73d662/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c3d12910fe73d662/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b1dff9beef5bc794c233281007669ad0023975cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c3d12910fe73d662/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40df-f626-7940-afa7-536d20b0e5d6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"thrsk\\\",\\n AVG(CASE WHEN \\\"thrsk\\\" = 't' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"thrsk\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Applied the grouped condition rate template with group_col=\\\"thrsk\\\", condition_col=\\\"thrsk\\\", and condition_value='t'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17055,"cached_input_tokens":15744,"output_tokens":303,"reasoning_output_tokens":199}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c3d12910fe73d662/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c3d12910fe73d662/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..219f459cb7a0192d5235c66fd1495d4c0d0b0049 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c3d12910fe73d662/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"thrsk\",\n AVG(CASE WHEN \"thrsk\" = 't' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"c4\"\nGROUP BY \"thrsk\"\nORDER BY \"condition_rate\" DESC;","notes":"Applied the grouped condition rate template with group_col=\"thrsk\", condition_col=\"thrsk\", and condition_value='t'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c3d12910fe73d662/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c3d12910fe73d662/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c5b8c3aa9a21d901/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c5b8c3aa9a21d901/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..46b688d502c1ae3e507b228aca0f7d6bca159a3d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c5b8c3aa9a21d901/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:58:15.888147+00:00", + "ended_at": "2026-05-19T15:58:19.070432+00:00", + "elapsed_ms": 3182.26, + "returncode": 1, + "prompt_metrics": { + "chars": 15550, + "bytes_utf8": 15550, + "lines": 544, + "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_a/c4/artifacts/v2q_c4_c5b8c3aa9a21d901/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c5b8c3aa9a21d901/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f662af5a0f24281512a01bde1be143b2e6aba5c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c5b8c3aa9a21d901/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:58:20.073201+00:00", + "ended_at": "2026-05-19T15:58:23.455853+00:00", + "elapsed_ms": 3382.61, + "returncode": 1, + "prompt_metrics": { + "chars": 15550, + "bytes_utf8": 15550, + "lines": 544, + "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_a/c4/artifacts/v2q_c4_c5b8c3aa9a21d901/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c5b8c3aa9a21d901/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..595bde04d4d4f71fd3b9a7ea4f7af805bf4cf5ff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c5b8c3aa9a21d901/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,544 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c4", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=spcop.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "spcop", + "predicate_col": "wkna8", + "predicate_op": "=", + "predicate_value": "f", + "entity_col": "spcop", + "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": 0.0, + "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}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c5b8c3aa9a21d901/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c5b8c3aa9a21d901/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..595bde04d4d4f71fd3b9a7ea4f7af805bf4cf5ff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c5b8c3aa9a21d901/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,544 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c4", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=spcop.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "spcop", + "predicate_col": "wkna8", + "predicate_op": "=", + "predicate_value": "f", + "entity_col": "spcop", + "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": 0.0, + "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}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c5b8c3aa9a21d901/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c5b8c3aa9a21d901/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..62ce96ebc9ce217b0b8cb8caa8e1f16a9198d88e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c5b8c3aa9a21d901/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-9256-74c3-a914-a27a82d3d629"} +{"type":"turn.started"} +{"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_a/c4/artifacts/v2q_c4_c5b8c3aa9a21d901/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c5b8c3aa9a21d901/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..547c972df87d53d558df0fc9c808b8a1dfd9960f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c5b8c3aa9a21d901/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-9256-74c3-a914-a27a82d3d629"} +{"type":"turn.started"} +{"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_a/c4/artifacts/v2q_c4_c5b8c3aa9a21d901/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c5b8c3aa9a21d901/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a41beab5358b30ed768864d2f455049612a3c56a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c5b8c3aa9a21d901/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-a2ba-7ef3-9e07-da18e066b3f6"} +{"type":"turn.started"} +{"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_a/c4/artifacts/v2q_c4_c5b8c3aa9a21d901/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c5b8c3aa9a21d901/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..66938ef508df897ea254b54a859132193ab0daaa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c5b8c3aa9a21d901/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-a2ba-7ef3-9e07-da18e066b3f6"} +{"type":"turn.started"} +{"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_a/c4/artifacts/v2q_c4_c5b8c3aa9a21d901/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c5b8c3aa9a21d901/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c5b8c3aa9a21d901/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c5b8c3aa9a21d901/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c613fdfac0945ac8/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c613fdfac0945ac8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e281c4fb8c658f14f31a91d2ec00894704e88d99 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c613fdfac0945ac8/run_manifest.json @@ -0,0 +1,73 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "c4", + "started_at": "2026-05-19T15:57:12.713620+00:00", + "ended_at": "2026-05-19T15:57:21.747032+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c4_c613fdfac0945ac8", + "problem_id": "v2p_c4_bddf3c981f0e0bc1", + "dataset_id": "c4", + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=skach.", + "bindings": { + "group_col": "skach", + "predicate_col": "skach", + "predicate_op": "=", + "predicate_value": "t", + "entity_col": "skach", + "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": 0.0, + "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", + "entity_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=135" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "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_a/c4/artifacts/v2q_c4_c613fdfac0945ac8/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c613fdfac0945ac8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d1e05656ae851ba3d9b98662faef99430ccab462 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c613fdfac0945ac8/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:57:16.080138+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": 3361.91, "started_at": "2026-05-19T15:57:12.716879+00:00", "ended_at": "2026-05-19T15:57:16.078829+00:00", "prompt_metrics": {"chars": 15548, "bytes_utf8": 15548, "lines": 544, "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\":\"019e40f4-9bae-7102-9258-2ad2381bd4cf\"}\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": "2026-05-19T15:57:21.746926+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": 4663.84, "started_at": "2026-05-19T15:57:17.082205+00:00", "ended_at": "2026-05-19T15:57:21.746096+00:00", "prompt_metrics": {"chars": 15548, "bytes_utf8": 15548, "lines": 544, "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-aca8-7c70-b76f-3df9ab93c9e6\"}\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_a/c4/artifacts/v2q_c4_c951241bff13f9fa/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c951241bff13f9fa/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..32af5a907e40bb0cb575d278c493a383fa2334d7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c951241bff13f9fa/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "f", "support": 2225, "support_share": 0.6961827284105131, "support_rank": 1}, {"value_label": "t", "support": 971, "support_share": 0.30381727158948685, "support_rank": 2}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c951241bff13f9fa/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c951241bff13f9fa/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..59b0a0363e2c53c8cfdfd1bd8d1eb7199a77443a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c951241bff13f9fa/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: c4 +-- 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_c4_c951241bff13f9fa +-- problem_id: v2p_c4_519cb6145410e097 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "bxqsq" AS value_label, COUNT(*) AS support + FROM "c4" + GROUP BY "bxqsq" +) +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_a/c4/artifacts/v2q_c4_c951241bff13f9fa/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c951241bff13f9fa/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e65692f229974d421a782de6b856aa645d4c1c58 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c951241bff13f9fa/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_a\n-- sql_source_dataset_id: c4\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_c4_c951241bff13f9fa\n-- problem_id: v2p_c4_519cb6145410e097\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"bxqsq\" AS value_label, COUNT(*) AS support\n FROM \"c4\"\n GROUP BY \"bxqsq\"\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_a\\n-- sql_source_dataset_id: c4\\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_c4_c951241bff13f9fa\\n-- problem_id: v2p_c4_519cb6145410e097\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"bxqsq\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c4\\\"\\n GROUP BY \\\"bxqsq\\\"\\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\": \"f\", \"support\": 2225, \"support_share\": 0.6961827284105131, \"support_rank\": 1}, {\"value_label\": \"t\", \"support\": 971, \"support_share\": 0.30381727158948685, \"support_rank\": 2}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 0.97}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c951241bff13f9fa/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c951241bff13f9fa/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ee6df976640c6bc26f1d9ea91b202aea46b9b78f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c951241bff13f9fa/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "c4", + "started_at": "2026-05-19T15:58:50.496883+00:00", + "ended_at": "2026-05-19T15:58:50.498433+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c4_c951241bff13f9fa", + "problem_id": "v2p_c4_519cb6145410e097", + "dataset_id": "c4", + "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=bxqsq.", + "bindings": { + "group_col": "bxqsq" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=4", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/sql/v2q_c4_c951241bff13f9fa.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_a/c4/artifacts/v2q_c4_c951241bff13f9fa/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c951241bff13f9fa/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c951241bff13f9fa/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_a/c4/artifacts/v2q_c4_cb399c218ee97e9d/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_cb399c218ee97e9d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1a7faeb2dce9ee73a63003cf048822a56b7ebd14 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_cb399c218ee97e9d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16037, "bytes_utf8": 16037, "lines": 543, "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": 17199, "cached_input_tokens": 12032, "output_tokens": 473, "reasoning_output_tokens": 274}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_cb399c218ee97e9d/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_cb399c218ee97e9d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a63883c836403df98ea8b3a0997aabe314617226 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_cb399c218ee97e9d/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": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_cb399c218ee97e9d", + "api_calls": 0, + "input_tokens": 17199, + "cached_input_tokens": 12032, + "output_tokens": 473, + "total_tokens": 17672, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11597.07, + "sql_execution_elapsed_ms_total": 2.08, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_cb399c218ee97e9d/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_cb399c218ee97e9d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_cb399c218ee97e9d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..693a1ea71edfdb5e3909ad7ad8c3bbb19f52c549 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_cb399c218ee97e9d/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": "2026-05-19T15:35:51.219334+00:00", + "ended_at": "2026-05-19T15:36:02.816434+00:00", + "elapsed_ms": 11597.07, + "prompt_metrics": { + "chars": 16037, + "bytes_utf8": 16037, + "lines": 543, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1116, + "bytes_utf8": 1116, + "lines": 4, + "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": 17199, + "cached_input_tokens": 12032, + "output_tokens": 473, + "reasoning_output_tokens": 274 + } + }, + "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_a/c4/artifacts/v2q_c4_cb399c218ee97e9d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_cb399c218ee97e9d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ff2143d0885dc901dbd7a21ba335f7189323a838 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_cb399c218ee97e9d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,543 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +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": "c4", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=class, condition_col=class.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "class", + "condition_col": "class", + "condition_value": "won", + "positive_value": "won", + "negative_value": "nowin", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "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_a/c4/artifacts/v2q_c4_cb399c218ee97e9d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_cb399c218ee97e9d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4589e77de3bddf31dd6fd973ee0bfa919bb481cf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_cb399c218ee97e9d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e1-0dbc-7cf0-a61a-3ce5bdc9e1ce"} +{"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 \\\"class\\\",\\n SUM(CASE WHEN \\\"class\\\" = 'won' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"class\\\" = 'nowin' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c4\\\"\\n GROUP BY \\\"class\\\"\\n)\\nSELECT \\\"class\\\",\\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 both group_col and condition_col bound to \\\"class\\\". Because the grouping column and condition column are the same, the 'won' group will have a zero denominator and yield NULL via NULLIF, while the 'nowin' group yields 0.0.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17199,"cached_input_tokens":12032,"output_tokens":473,"reasoning_output_tokens":274}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_cb399c218ee97e9d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_cb399c218ee97e9d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1fd4dda94dcf1c1cc99e7170b6d1bff0fcbdcee6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_cb399c218ee97e9d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"class\",\n SUM(CASE WHEN \"class\" = 'won' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"class\" = 'nowin' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c4\"\n GROUP BY \"class\"\n)\nSELECT \"class\",\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 both group_col and condition_col bound to \"class\". Because the grouping column and condition column are the same, the 'won' group will have a zero denominator and yield NULL via NULLIF, while the 'nowin' group yields 0.0."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_cb399c218ee97e9d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_cb399c218ee97e9d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_cd9447b6cafc3681/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_cd9447b6cafc3681/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..51ca44e2aafcb975c0ac1e135bfe8050a9980aa1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_cd9447b6cafc3681/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "f", "support": 2631, "support_share": 0.8232165206508135, "cumulative_support": 2631}, {"value_label": "t", "support": 565, "support_share": 0.17678347934918648, "cumulative_support": 3196}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_cd9447b6cafc3681/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_cd9447b6cafc3681/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fa743695974fc69fa63d9060f534013d5bf70c3d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_cd9447b6cafc3681/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: c4 +-- 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_c4_cd9447b6cafc3681 +-- problem_id: v2p_c4_49d1dab9210e4273 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "wkcti" AS value_label, COUNT(*) AS support + FROM "c4" + GROUP BY "wkcti" +), 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_a/c4/artifacts/v2q_c4_cd9447b6cafc3681/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_cd9447b6cafc3681/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f19b42f7734e64bbba61229b68f0dd49a145e284 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_cd9447b6cafc3681/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_a\n-- sql_source_dataset_id: c4\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_c4_cd9447b6cafc3681\n-- problem_id: v2p_c4_49d1dab9210e4273\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"wkcti\" AS value_label, COUNT(*) AS support\n FROM \"c4\"\n GROUP BY \"wkcti\"\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_a\\n-- sql_source_dataset_id: c4\\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_c4_cd9447b6cafc3681\\n-- problem_id: v2p_c4_49d1dab9210e4273\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"wkcti\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c4\\\"\\n GROUP BY \\\"wkcti\\\"\\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\": \"f\", \"support\": 2631, \"support_share\": 0.8232165206508135, \"cumulative_support\": 2631}, {\"value_label\": \"t\", \"support\": 565, \"support_share\": 0.17678347934918648, \"cumulative_support\": 3196}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.12}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_cd9447b6cafc3681/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_cd9447b6cafc3681/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..78ffb6de52329c06af420b48d9175f3848dc3a5d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_cd9447b6cafc3681/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "c4", + "started_at": "2026-05-19T15:58:50.486309+00:00", + "ended_at": "2026-05-19T15:58:50.487996+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c4_cd9447b6cafc3681", + "problem_id": "v2p_c4_49d1dab9210e4273", + "dataset_id": "c4", + "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=wkcti.", + "bindings": { + "group_col": "wkcti" + }, + "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_a/c4/sql/v2q_c4_cd9447b6cafc3681.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_a/c4/artifacts/v2q_c4_cd9447b6cafc3681/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_cd9447b6cafc3681/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_cd9447b6cafc3681/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_a/c4/artifacts/v2q_c4_cf1f23c9320c6539/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_cf1f23c9320c6539/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a4624a679cac2d2eae6d36c5b926cf3cab33a688 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_cf1f23c9320c6539/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15550, "bytes_utf8": 15550, "lines": 544, "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": 534, "bytes_utf8": 534, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17075, "cached_input_tokens": 15744, "output_tokens": 421, "reasoning_output_tokens": 269}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_cf1f23c9320c6539/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_cf1f23c9320c6539/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..30ebe2ad9e7c679d162b9a867a60cf03b203ab3a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_cf1f23c9320c6539/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": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_cf1f23c9320c6539", + "api_calls": 0, + "input_tokens": 17075, + "cached_input_tokens": 15744, + "output_tokens": 421, + "total_tokens": 17496, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9936.26, + "sql_execution_elapsed_ms_total": 2.67, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_cf1f23c9320c6539/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_cf1f23c9320c6539/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_cf1f23c9320c6539/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..23a619ba71f0dfd81dcaf797dc85f55a726df13d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_cf1f23c9320c6539/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:56:33.010922+00:00", + "ended_at": "2026-05-19T15:56:42.947217+00:00", + "elapsed_ms": 9936.26, + "prompt_metrics": { + "chars": 15550, + "bytes_utf8": 15550, + "lines": 544, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 910, + "bytes_utf8": 910, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 534, + "bytes_utf8": 534, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17075, + "cached_input_tokens": 15744, + "output_tokens": 421, + "reasoning_output_tokens": 269 + } + }, + "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_a/c4/artifacts/v2q_c4_cf1f23c9320c6539/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_cf1f23c9320c6539/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..50f30279bfd198c958c9b9869a21880908155621 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_cf1f23c9320c6539/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,544 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c4", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=rkxwp.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "rkxwp", + "predicate_col": "skewr", + "predicate_op": "=", + "predicate_value": "t", + "entity_col": "rkxwp", + "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": 0.0, + "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}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_cf1f23c9320c6539/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_cf1f23c9320c6539/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b2df0483005029f2c2ffd98c24d88d90867fd2e1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_cf1f23c9320c6539/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-0079-78c0-8c50-693148435190"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"rkxwp\\\", COUNT(DISTINCT \\\"rkxwp\\\") AS \\\"distinct_entities\\\"\\nFROM \\\"c4\\\"\\nWHERE \\\"skewr\\\" = 't'\\nGROUP BY \\\"rkxwp\\\"\\nORDER BY \\\"distinct_entities\\\" DESC\\nLIMIT 17;\",\"notes\":\"Used the provided template exactly with group_col=\\\"rkxwp\\\", entity_col=\\\"rkxwp\\\", predicate_col=\\\"skewr\\\", predicate_op=\\\"=\\\", predicate_value='t', and top_k=17. Because the grouping and distinct-count column are the same, each non-NULL group will typically have distinct_entities = 1.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17075,"cached_input_tokens":15744,"output_tokens":421,"reasoning_output_tokens":269}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_cf1f23c9320c6539/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_cf1f23c9320c6539/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dd39a0b3abdd5203d597f7542472036403a2694e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_cf1f23c9320c6539/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"rkxwp\", COUNT(DISTINCT \"rkxwp\") AS \"distinct_entities\"\nFROM \"c4\"\nWHERE \"skewr\" = 't'\nGROUP BY \"rkxwp\"\nORDER BY \"distinct_entities\" DESC\nLIMIT 17;","notes":"Used the provided template exactly with group_col=\"rkxwp\", entity_col=\"rkxwp\", predicate_col=\"skewr\", predicate_op=\"=\", predicate_value='t', and top_k=17. Because the grouping and distinct-count column are the same, each non-NULL group will typically have distinct_entities = 1."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_cf1f23c9320c6539/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_cf1f23c9320c6539/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d0f35825fcb27fc0/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d0f35825fcb27fc0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c9e37ba25c6b2511a00b02a9057429ff3586f973 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d0f35825fcb27fc0/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=bknwy, group_col_2=mulch. +Result preview: [{"bknwy": "f", "mulch": "f", "row_count": 961}, {"bknwy": "f", "mulch": "t", "row_count": 17}, {"bknwy": "t", "mulch": "f", "row_count": 9}, {"bknwy": "t", "mulch": "t", "row_count": 4}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d0f35825fcb27fc0/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d0f35825fcb27fc0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8b313a3369e6bb7d49051a7e9aba71675087cfda --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d0f35825fcb27fc0/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: c4 +-- 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_c4_d0f35825fcb27fc0 +-- problem_id: v2p_c4_2716a9ca2b4dae38 +-- realization_mode: agent +-- source_kind: agent +SELECT "bknwy", "mulch", COUNT(*) AS row_count +FROM "c4" +WHERE "dwipd" = 'g' +GROUP BY "bknwy", "mulch" +ORDER BY row_count DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d0f35825fcb27fc0/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d0f35825fcb27fc0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..62f15a7ddd864e23778bac494557b19b983ed540 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d0f35825fcb27fc0/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 \"bknwy\", \"mulch\", COUNT(*) AS row_count\nFROM \"c4\"\nWHERE \"dwipd\" = 'g'\nGROUP BY \"bknwy\", \"mulch\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"bknwy\\\", \\\"mulch\\\", COUNT(*) AS row_count\\nFROM \\\"c4\\\"\\nWHERE \\\"dwipd\\\" = 'g'\\nGROUP BY \\\"bknwy\\\", \\\"mulch\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"bknwy\", \"mulch\", \"row_count\"], \"rows\": [{\"bknwy\": \"f\", \"mulch\": \"f\", \"row_count\": 961}, {\"bknwy\": \"f\", \"mulch\": \"t\", \"row_count\": 17}, {\"bknwy\": \"t\", \"mulch\": \"f\", \"row_count\": 9}, {\"bknwy\": \"t\", \"mulch\": \"t\", \"row_count\": 4}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.15}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d0f35825fcb27fc0/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d0f35825fcb27fc0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a62458677cc25e628a5fd12051be213b2f0da26d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d0f35825fcb27fc0/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "c4", + "started_at": "2026-05-19T15:37:56.589212+00:00", + "ended_at": "2026-05-19T15:38:04.246210+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c4_d0f35825fcb27fc0", + "problem_id": "v2p_c4_2716a9ca2b4dae38", + "dataset_id": "c4", + "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=bknwy, group_col_2=mulch.", + "bindings": { + "group_col": "bknwy", + "group_col_2": "mulch", + "predicate_col": "dwipd", + "predicate_op": "=", + "predicate_value": "g", + "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": 0.0, + "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_a/c4/sql/v2q_c4_d0f35825fcb27fc0.sql", + "usage_summary": { + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_d0f35825fcb27fc0", + "api_calls": 0, + "input_tokens": 17087, + "cached_input_tokens": 15744, + "output_tokens": 288, + "total_tokens": 17375, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7647.67, + "sql_execution_elapsed_ms_total": 2.15, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d0f35825fcb27fc0/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d0f35825fcb27fc0/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d0f35825fcb27fc0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3e29eeab29e0d25baf0e1b4872d5d473b823a336 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d0f35825fcb27fc0/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:38:04.241457+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": 7647.67, "started_at": "2026-05-19T15:37:56.592062+00:00", "ended_at": "2026-05-19T15:38:04.239778+00:00", "prompt_metrics": {"chars": 15528, "bytes_utf8": 15528, "lines": 544, "estimated_tokens": null}, "response_metrics": {"chars": 351, "bytes_utf8": 351, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17087, "cached_input_tokens": 15744, "output_tokens": 288, "reasoning_output_tokens": 176}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"bknwy\\\", \\\"mulch\\\", COUNT(*) AS row_count\\nFROM \\\"c4\\\"\\nWHERE \\\"dwipd\\\" = 'g'\\nGROUP BY \\\"bknwy\\\", \\\"mulch\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Applied the filtered two-dimensional group count template with group columns \\\"bknwy\\\" and \\\"mulch\\\", filtering rows where \\\"dwipd\\\" = 'g'.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d0f35825fcb27fc0/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d0f35825fcb27fc0/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..72b3112bf7251b1b5bfd6dd20f0c4cbc41f23ff7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d0f35825fcb27fc0/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_d0f35825fcb27fc0", + "api_calls": 0, + "input_tokens": 17087, + "cached_input_tokens": 15744, + "output_tokens": 288, + "total_tokens": 17375, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7647.67, + "sql_execution_elapsed_ms_total": 2.15, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d0f35825fcb27fc0/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d25675e98cb55269/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d25675e98cb55269/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..eaa68c194943dab50e9b88887e75a74e77122f99 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d25675e98cb55269/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15220, "bytes_utf8": 15220, "lines": 538, "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": 310, "bytes_utf8": 310, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17000, "cached_input_tokens": 15744, "output_tokens": 244, "reasoning_output_tokens": 151}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d25675e98cb55269/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d25675e98cb55269/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d8ab8b7135a2c866400bd3329685e40c02e14b6e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d25675e98cb55269/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": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_d25675e98cb55269", + "api_calls": 0, + "input_tokens": 17000, + "cached_input_tokens": 15744, + "output_tokens": 244, + "total_tokens": 17244, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9661.56, + "sql_execution_elapsed_ms_total": 1.3, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d25675e98cb55269/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d25675e98cb55269/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d25675e98cb55269/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d4b97be5d113a0d1d7df160b603c5a41fe11b2ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d25675e98cb55269/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": "2026-05-19T15:39:35.181685+00:00", + "ended_at": "2026-05-19T15:39:44.843269+00:00", + "elapsed_ms": 9661.56, + "prompt_metrics": { + "chars": 15220, + "bytes_utf8": 15220, + "lines": 538, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 671, + "bytes_utf8": 671, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 310, + "bytes_utf8": 310, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17000, + "cached_input_tokens": 15744, + "output_tokens": 244, + "reasoning_output_tokens": 151 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d25675e98cb55269/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d25675e98cb55269/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..930a7d5891c94f5de28bdac5294afeaf6e1a3397 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d25675e98cb55269/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,538 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +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": "c4", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=simpl.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "simpl", + "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": 0.0, + "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_a/c4/artifacts/v2q_c4_d25675e98cb55269/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d25675e98cb55269/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c931418059af7d9fd0ba44f1cb18927f8544447 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d25675e98cb55269/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e4-78ac-71b1-9023-f2fc9fa7635d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"simpl\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"simpl\\\"\\nORDER BY \\\"support\\\" ASC, \\\"simpl\\\"\\nLIMIT 15;\",\"notes\":\"Applied the provided Low-Support Group Count template with group_col bound to \\\"simpl\\\" and top_k set to 15.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17000,"cached_input_tokens":15744,"output_tokens":244,"reasoning_output_tokens":151}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d25675e98cb55269/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d25675e98cb55269/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f87c5b6a69c942f48771fd63f92fa8156060da46 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d25675e98cb55269/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"simpl\",\n COUNT(*) AS \"support\"\nFROM \"c4\"\nGROUP BY \"simpl\"\nORDER BY \"support\" ASC, \"simpl\"\nLIMIT 15;","notes":"Applied the provided Low-Support Group Count template with group_col bound to \"simpl\" and top_k set to 15."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d25675e98cb55269/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d25675e98cb55269/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d29b58b7d811745d/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d29b58b7d811745d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b91d91b473a6201e42e2b9b0c6f3436c0d0fa70c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d29b58b7d811745d/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=bknwy, group_col_2=reskr. +Result preview: [{"bknwy": "f", "reskr": "f", "row_count": 88}, {"bknwy": "f", "reskr": "t", "row_count": 9}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d29b58b7d811745d/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d29b58b7d811745d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e3024916f89520ae93acfc3650857e47638d9e97 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d29b58b7d811745d/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: c4 +-- 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_c4_d29b58b7d811745d +-- problem_id: v2p_c4_d493ab8249725d0a +-- realization_mode: agent +-- source_kind: agent +SELECT "bknwy", "reskr", COUNT(*) AS row_count +FROM "c4" +WHERE "qxmsq" = 't' +GROUP BY "bknwy", "reskr" +ORDER BY row_count DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d29b58b7d811745d/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d29b58b7d811745d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..87ac146ebe0619cbc0197a983fefdc633a761559 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d29b58b7d811745d/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 \"bknwy\", \"reskr\", COUNT(*) AS row_count\nFROM \"c4\"\nWHERE \"qxmsq\" = 't'\nGROUP BY \"bknwy\", \"reskr\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"bknwy\\\", \\\"reskr\\\", COUNT(*) AS row_count\\nFROM \\\"c4\\\"\\nWHERE \\\"qxmsq\\\" = 't'\\nGROUP BY \\\"bknwy\\\", \\\"reskr\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"bknwy\", \"reskr\", \"row_count\"], \"rows\": [{\"bknwy\": \"f\", \"reskr\": \"f\", \"row_count\": 88}, {\"bknwy\": \"f\", \"reskr\": \"t\", \"row_count\": 9}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.6}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d29b58b7d811745d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d29b58b7d811745d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8ec59b29b4815a3690c89565cb37c68b68495a17 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d29b58b7d811745d/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "c4", + "started_at": "2026-05-19T15:38:37.503624+00:00", + "ended_at": "2026-05-19T15:38:50.627609+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c4_d29b58b7d811745d", + "problem_id": "v2p_c4_d493ab8249725d0a", + "dataset_id": "c4", + "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=bknwy, group_col_2=reskr.", + "bindings": { + "group_col": "bknwy", + "group_col_2": "reskr", + "predicate_col": "qxmsq", + "predicate_op": "=", + "predicate_value": "t", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "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_a/c4/sql/v2q_c4_d29b58b7d811745d.sql", + "usage_summary": { + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_d29b58b7d811745d", + "api_calls": 0, + "input_tokens": 17086, + "cached_input_tokens": 12032, + "output_tokens": 352, + "total_tokens": 17438, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13115.22, + "sql_execution_elapsed_ms_total": 1.6, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d29b58b7d811745d/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d29b58b7d811745d/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d29b58b7d811745d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cf107225a8f09840eda1ece33c6df136bc0e8a91 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d29b58b7d811745d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:38:50.623269+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": 13115.22, "started_at": "2026-05-19T15:38:37.506386+00:00", "ended_at": "2026-05-19T15:38:50.621647+00:00", "prompt_metrics": {"chars": 15528, "bytes_utf8": 15528, "lines": 544, "estimated_tokens": null}, "response_metrics": {"chars": 354, "bytes_utf8": 354, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17086, "cached_input_tokens": 12032, "output_tokens": 352, "reasoning_output_tokens": 237}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"bknwy\\\", \\\"reskr\\\", COUNT(*) AS row_count\\nFROM \\\"c4\\\"\\nWHERE \\\"qxmsq\\\" = 't'\\nGROUP BY \\\"bknwy\\\", \\\"reskr\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Uses the planned filtered two-dimensional group count template with group_col=\\\"bknwy\\\", group_col_2=\\\"reskr\\\", and predicate \\\"qxmsq\\\" = 't'.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d29b58b7d811745d/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d29b58b7d811745d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8dfc1a5b1acdbdd9590a35daffbbcdf34063edcd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d29b58b7d811745d/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_d29b58b7d811745d", + "api_calls": 0, + "input_tokens": 17086, + "cached_input_tokens": 12032, + "output_tokens": 352, + "total_tokens": 17438, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13115.22, + "sql_execution_elapsed_ms_total": 1.6, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d29b58b7d811745d/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d3c905b875f1e28d/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d3c905b875f1e28d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..47a20efd065d5231be637d07c47159d1c3ff1dc8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d3c905b875f1e28d/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "f", "support": 2556, "support_share": 0.799749687108886, "cumulative_support": 2556}, {"value_label": "t", "support": 640, "support_share": 0.2002503128911139, "cumulative_support": 3196}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d3c905b875f1e28d/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d3c905b875f1e28d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a13a1fcf2b0374ffb8d5d88d27ce1446d2b7b0a6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d3c905b875f1e28d/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: c4 +-- 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_c4_d3c905b875f1e28d +-- problem_id: v2p_c4_71a91ef22b3a65fb +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "rkxwp" AS value_label, COUNT(*) AS support + FROM "c4" + GROUP BY "rkxwp" +), 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_a/c4/artifacts/v2q_c4_d3c905b875f1e28d/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d3c905b875f1e28d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c6576f1de142068f72cff14e35bf7557b49ddf50 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d3c905b875f1e28d/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_a\n-- sql_source_dataset_id: c4\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_c4_d3c905b875f1e28d\n-- problem_id: v2p_c4_71a91ef22b3a65fb\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"rkxwp\" AS value_label, COUNT(*) AS support\n FROM \"c4\"\n GROUP BY \"rkxwp\"\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_a\\n-- sql_source_dataset_id: c4\\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_c4_d3c905b875f1e28d\\n-- problem_id: v2p_c4_71a91ef22b3a65fb\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"rkxwp\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c4\\\"\\n GROUP BY \\\"rkxwp\\\"\\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\": \"f\", \"support\": 2556, \"support_share\": 0.799749687108886, \"cumulative_support\": 2556}, {\"value_label\": \"t\", \"support\": 640, \"support_share\": 0.2002503128911139, \"cumulative_support\": 3196}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.19}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d3c905b875f1e28d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d3c905b875f1e28d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3b7b0e9ed75f02ed1d374c02cd4700cc545bb6b3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d3c905b875f1e28d/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "c4", + "started_at": "2026-05-19T15:58:50.479819+00:00", + "ended_at": "2026-05-19T15:58:50.481648+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c4_d3c905b875f1e28d", + "problem_id": "v2p_c4_71a91ef22b3a65fb", + "dataset_id": "c4", + "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=rkxwp.", + "bindings": { + "group_col": "rkxwp" + }, + "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_a/c4/sql/v2q_c4_d3c905b875f1e28d.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_a/c4/artifacts/v2q_c4_d3c905b875f1e28d/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d3c905b875f1e28d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d3c905b875f1e28d/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_a/c4/artifacts/v2q_c4_d4e55d9adf9db023/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d4e55d9adf9db023/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c2369531fa7234c8e33bcd314243ffe7a3c85557 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d4e55d9adf9db023/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15527, "bytes_utf8": 15527, "lines": 543, "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": 505, "bytes_utf8": 505, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17093, "cached_input_tokens": 15744, "output_tokens": 456, "reasoning_output_tokens": 305}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d4e55d9adf9db023/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d4e55d9adf9db023/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ddae830daca78306441e11b9893000f188b1f055 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d4e55d9adf9db023/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": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_d4e55d9adf9db023", + "api_calls": 0, + "input_tokens": 17093, + "cached_input_tokens": 15744, + "output_tokens": 456, + "total_tokens": 17549, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10037.45, + "sql_execution_elapsed_ms_total": 3.96, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d4e55d9adf9db023/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d4e55d9adf9db023/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d4e55d9adf9db023/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..eef6b75cdbb678d9eb3e015578c9214006ea3331 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d4e55d9adf9db023/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": "2026-05-19T15:52:14.529814+00:00", + "ended_at": "2026-05-19T15:52:24.567312+00:00", + "elapsed_ms": 10037.45, + "prompt_metrics": { + "chars": 15527, + "bytes_utf8": 15527, + "lines": 543, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 884, + "bytes_utf8": 884, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 505, + "bytes_utf8": 505, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17093, + "cached_input_tokens": 15744, + "output_tokens": 456, + "reasoning_output_tokens": 305 + } + }, + "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_a/c4/artifacts/v2q_c4_d4e55d9adf9db023/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d4e55d9adf9db023/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a1c327ef8f9a11c0c19852b16365bc7f733ff2de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d4e55d9adf9db023/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,543 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c4", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=bkon8, group_col_2=class, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "bkon8", + "group_col_2": "class", + "target_col": "class", + "target_value": "won", + "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": 0.0, + "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}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d4e55d9adf9db023/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d4e55d9adf9db023/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..062de33589c7dad2414fa6c378c292cb2e40d700 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d4e55d9adf9db023/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f0-0ed8-7200-ac59-a2107b8c2bb6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bkon8\\\", \\\"class\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'won' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bkon8\\\", \\\"class\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Uses the requested Two-Axis Target Rate Surface template with \\\"bkon8\\\" and \\\"class\\\". Since \\\"class\\\" is both the grouping column and the target column, the computed target_rate is 1.0 for grouped rows where \\\"class\\\" = 'won' and 0.0 for other class groups.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17093,"cached_input_tokens":15744,"output_tokens":456,"reasoning_output_tokens":305}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d4e55d9adf9db023/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d4e55d9adf9db023/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a9128d3ce87496888a0220a54c5faf52187ac801 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d4e55d9adf9db023/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bkon8\", \"class\",\n AVG(CASE WHEN \"class\" = 'won' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c4\"\nGROUP BY \"bkon8\", \"class\"\nORDER BY \"target_rate\" DESC;","notes":"Uses the requested Two-Axis Target Rate Surface template with \"bkon8\" and \"class\". Since \"class\" is both the grouping column and the target column, the computed target_rate is 1.0 for grouped rows where \"class\" = 'won' and 0.0 for other class groups."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d4e55d9adf9db023/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d4e55d9adf9db023/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d5d10fbaafb2f663/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d5d10fbaafb2f663/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..fae7fcd4f455140564c50e32dc1be7cc3ea86485 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d5d10fbaafb2f663/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=bkona, group_col_2=reskr. +Result preview: [{"bkona": "f", "reskr": "f", "support": 2446}, {"bkona": "f", "reskr": "t", "support": 428}, {"bkona": "t", "reskr": "f", "support": 268}, {"bkona": "t", "reskr": "t", "support": 54}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d5d10fbaafb2f663/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d5d10fbaafb2f663/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fa089a5e0d8e5c11f44f802c6fdd11abc6199cf9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d5d10fbaafb2f663/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: c4 +-- 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_two_dimensional_topk_count +-- query_record_id: v2q_c4_d5d10fbaafb2f663 +-- problem_id: v2p_c4_6beaf8f4eeec5d09 +-- realization_mode: agent +-- source_kind: agent +SELECT "bkona", "reskr", COUNT(*) AS "support" +FROM "c4" +GROUP BY "bkona", "reskr" +ORDER BY "support" DESC +LIMIT 10; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d5d10fbaafb2f663/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d5d10fbaafb2f663/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e3fa05c0f58da1aa7542f43ba9ef2225910fc2df --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d5d10fbaafb2f663/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_clickbench_two_dimensional_topk_count\nSELECT \"bkona\", \"reskr\", COUNT(*) AS \"support\"\nFROM \"c4\"\nGROUP BY \"bkona\", \"reskr\"\nORDER BY \"support\" DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"bkona\\\", \\\"reskr\\\", COUNT(*) AS \\\"support\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bkona\\\", \\\"reskr\\\"\\nORDER BY \\\"support\\\" DESC\\nLIMIT 10;\", \"columns\": [\"bkona\", \"reskr\", \"support\"], \"rows\": [{\"bkona\": \"f\", \"reskr\": \"f\", \"support\": 2446}, {\"bkona\": \"f\", \"reskr\": \"t\", \"support\": 428}, {\"bkona\": \"t\", \"reskr\": \"f\", \"support\": 268}, {\"bkona\": \"t\", \"reskr\": \"t\", \"support\": 54}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.91}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d5d10fbaafb2f663/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d5d10fbaafb2f663/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c763e515da4560da65bf417f518ba0ec74bb4cb3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d5d10fbaafb2f663/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "c4", + "started_at": "2026-05-19T15:55:22.852892+00:00", + "ended_at": "2026-05-19T15:55:34.638949+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c4_d5d10fbaafb2f663", + "problem_id": "v2p_c4_6beaf8f4eeec5d09", + "dataset_id": "c4", + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "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": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=bkona, group_col_2=reskr.", + "bindings": { + "group_col": "bkona", + "group_col_2": "reskr", + "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": 0.0, + "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" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=1/1", + "binding_index=120" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "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_a/c4/sql/v2q_c4_d5d10fbaafb2f663.sql", + "usage_summary": { + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_d5d10fbaafb2f663", + "api_calls": 0, + "input_tokens": 17033, + "cached_input_tokens": 15744, + "output_tokens": 217, + "total_tokens": 17250, + "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": 10776.81, + "sql_execution_elapsed_ms_total": 1.91, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d5d10fbaafb2f663/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d5d10fbaafb2f663/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d5d10fbaafb2f663/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c1a887f07ecd825a6926f3ee03dce24248ffa19c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d5d10fbaafb2f663/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:55:26.271824+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": 3415.45, "started_at": "2026-05-19T15:55:22.855680+00:00", "ended_at": "2026-05-19T15:55:26.271158+00:00", "prompt_metrics": {"chars": 15327, "bytes_utf8": 15327, "lines": 540, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f2-ee6b-7a53-bb1d-042886c069c1\"}\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": "2026-05-19T15:55:34.635748+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": 7361.36, "started_at": "2026-05-19T15:55:27.273537+00:00", "ended_at": "2026-05-19T15:55:34.634943+00:00", "prompt_metrics": {"chars": 15327, "bytes_utf8": 15327, "lines": 540, "estimated_tokens": null}, "response_metrics": {"chars": 358, "bytes_utf8": 358, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17033, "cached_input_tokens": 15744, "output_tokens": 217, "reasoning_output_tokens": 107}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"bkona\\\", \\\"reskr\\\", COUNT(*) AS \\\"support\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bkona\\\", \\\"reskr\\\"\\nORDER BY \\\"support\\\" DESC\\nLIMIT 10;\",\"notes\":\"Uses the provided Two-Dimensional Top-k Count template with group_col=\\\"bkona\\\", group_col_2=\\\"reskr\\\", and top_k=10 on the single table \\\"c4\\\".\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d5d10fbaafb2f663/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d5d10fbaafb2f663/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e4cbcff51f7249ae0497167322a5d2bb05fe88bf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d5d10fbaafb2f663/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_d5d10fbaafb2f663", + "api_calls": 0, + "input_tokens": 17033, + "cached_input_tokens": 15744, + "output_tokens": 217, + "total_tokens": 17250, + "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": 10776.81, + "sql_execution_elapsed_ms_total": 1.91, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d5d10fbaafb2f663/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d7bc6335c5121e7a/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d7bc6335c5121e7a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f18ffc9d077e5e0d0c4d3dff143ce0d82cc0a140 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d7bc6335c5121e7a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=spcop. +Result preview: [{"spcop": "t", "support": 1}, {"spcop": "f", "support": 3195}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d7bc6335c5121e7a/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d7bc6335c5121e7a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..18afeba2e6e574df738be45820ee42aa474f9c27 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d7bc6335c5121e7a/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: c4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c4_d7bc6335c5121e7a +-- problem_id: v2p_c4_d2ef9261cc3f36d0 +-- realization_mode: agent +-- source_kind: agent +SELECT + "spcop", + COUNT(*) AS support +FROM "c4" +GROUP BY "spcop" +ORDER BY support ASC, "spcop" +LIMIT 14; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d7bc6335c5121e7a/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d7bc6335c5121e7a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a6741968e6461cbcf011faf14d2c758f2e5613eb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d7bc6335c5121e7a/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_tail_low_support_group_count_v2\nSELECT\n \"spcop\",\n COUNT(*) AS support\nFROM \"c4\"\nGROUP BY \"spcop\"\nORDER BY support ASC, \"spcop\"\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"spcop\\\",\\n COUNT(*) AS support\\nFROM \\\"c4\\\"\\nGROUP BY \\\"spcop\\\"\\nORDER BY support ASC, \\\"spcop\\\"\\nLIMIT 14;\", \"columns\": [\"spcop\", \"support\"], \"rows\": [{\"spcop\": \"t\", \"support\": 1}, {\"spcop\": \"f\", \"support\": 3195}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.87}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d7bc6335c5121e7a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d7bc6335c5121e7a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1d7ed6beb38db630d6ac58bf6e002b47dcf16966 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d7bc6335c5121e7a/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "c4", + "started_at": "2026-05-19T15:40:47.683062+00:00", + "ended_at": "2026-05-19T15:40:58.169514+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c4_d7bc6335c5121e7a", + "problem_id": "v2p_c4_d2ef9261cc3f36d0", + "dataset_id": "c4", + "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=spcop.", + "bindings": { + "group_col": "spcop", + "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": 0.0, + "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=64" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "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_a/c4/sql/v2q_c4_d7bc6335c5121e7a.sql", + "usage_summary": { + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_d7bc6335c5121e7a", + "api_calls": 0, + "input_tokens": 17004, + "cached_input_tokens": 15744, + "output_tokens": 225, + "total_tokens": 17229, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10478.68, + "sql_execution_elapsed_ms_total": 1.87, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d7bc6335c5121e7a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d7bc6335c5121e7a/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d7bc6335c5121e7a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..503e9446217a648ebc331d1d8d63c0397eff0f1e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d7bc6335c5121e7a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:40:58.166282+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": 10478.68, "started_at": "2026-05-19T15:40:47.686029+00:00", "ended_at": "2026-05-19T15:40:58.164755+00:00", "prompt_metrics": {"chars": 15218, "bytes_utf8": 15218, "lines": 538, "estimated_tokens": null}, "response_metrics": {"chars": 302, "bytes_utf8": 302, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17004, "cached_input_tokens": 15744, "output_tokens": 225, "reasoning_output_tokens": 132}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"spcop\\\",\\n COUNT(*) AS support\\nFROM \\\"c4\\\"\\nGROUP BY \\\"spcop\\\"\\nORDER BY support ASC, \\\"spcop\\\"\\nLIMIT 14;\",\"notes\":\"Uses the planned Low-Support Group Count template with group_col bound to \\\"spcop\\\" and top_k set to 14.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d7bc6335c5121e7a/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d7bc6335c5121e7a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d765f79a9988878e4fea8949e3ac456f3f74b9ae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d7bc6335c5121e7a/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_d7bc6335c5121e7a", + "api_calls": 0, + "input_tokens": 17004, + "cached_input_tokens": 15744, + "output_tokens": 225, + "total_tokens": 17229, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10478.68, + "sql_execution_elapsed_ms_total": 1.87, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d7bc6335c5121e7a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d7dbdf66facb4888/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d7dbdf66facb4888/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..79a9635d43f2134bda516d0be25ebcf5c13ae024 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d7dbdf66facb4888/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=bkon8, group_col_2=wkcti, target_col=class. +Result preview: [{"bkon8": "f", "wkcti": "t", "target_rate": 0.6612903225806451}, {"bkon8": "f", "wkcti": "f", "target_rate": 0.5023828435266084}, {"bkon8": "t", "wkcti": "t", "target_rate": 0.42857142857142855}, {"bkon8": "t", "wkcti": "f", "target_rate": 0.2831858407079646}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d7dbdf66facb4888/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d7dbdf66facb4888/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c516c175109bf16ab51d474fc3fcb64a0b1ebc06 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d7dbdf66facb4888/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: c4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c4_d7dbdf66facb4888 +-- problem_id: v2p_c4_6865b664bb2e4663 +-- realization_mode: agent +-- source_kind: agent +SELECT "bkon8", "wkcti", + AVG(CASE WHEN "class" = 'won' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c4" +GROUP BY "bkon8", "wkcti" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d7dbdf66facb4888/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d7dbdf66facb4888/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6c95998220e0158d6731b88600fb5c301efc763d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d7dbdf66facb4888/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_two_dim_target_rate\nSELECT \"bkon8\", \"wkcti\",\n AVG(CASE WHEN \"class\" = 'won' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c4\"\nGROUP BY \"bkon8\", \"wkcti\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bkon8\\\", \\\"wkcti\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'won' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bkon8\\\", \\\"wkcti\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"bkon8\", \"wkcti\", \"target_rate\"], \"rows\": [{\"bkon8\": \"f\", \"wkcti\": \"t\", \"target_rate\": 0.6612903225806451}, {\"bkon8\": \"f\", \"wkcti\": \"f\", \"target_rate\": 0.5023828435266084}, {\"bkon8\": \"t\", \"wkcti\": \"t\", \"target_rate\": 0.42857142857142855}, {\"bkon8\": \"t\", \"wkcti\": \"f\", \"target_rate\": 0.2831858407079646}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.56}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d7dbdf66facb4888/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d7dbdf66facb4888/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ea348ef869d209fcacd0559ad3b38bb86fbfd7d8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d7dbdf66facb4888/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "c4", + "started_at": "2026-05-19T15:49:45.205155+00:00", + "ended_at": "2026-05-19T15:49:54.954280+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c4_d7dbdf66facb4888", + "problem_id": "v2p_c4_6865b664bb2e4663", + "dataset_id": "c4", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "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 Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=bkon8, group_col_2=wkcti, target_col=class.", + "bindings": { + "group_col": "bkon8", + "group_col_2": "wkcti", + "target_col": "class", + "target_value": "won", + "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": 0.0, + "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", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_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", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/sql/v2q_c4_d7dbdf66facb4888.sql", + "usage_summary": { + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_d7dbdf66facb4888", + "api_calls": 0, + "input_tokens": 17096, + "cached_input_tokens": 15744, + "output_tokens": 351, + "total_tokens": 17447, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9741.33, + "sql_execution_elapsed_ms_total": 3.56, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d7dbdf66facb4888/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d7dbdf66facb4888/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d7dbdf66facb4888/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9b8906a4ceb4f2aa244d0cadb9dedd1d4044ae7e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d7dbdf66facb4888/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:49:54.948735+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": 9741.33, "started_at": "2026-05-19T15:49:45.206354+00:00", "ended_at": "2026-05-19T15:49:54.947710+00:00", "prompt_metrics": {"chars": 15523, "bytes_utf8": 15523, "lines": 543, "estimated_tokens": null}, "response_metrics": {"chars": 427, "bytes_utf8": 427, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17096, "cached_input_tokens": 15744, "output_tokens": 351, "reasoning_output_tokens": 216}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bkon8\\\", \\\"wkcti\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'won' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bkon8\\\", \\\"wkcti\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Applied the planned Two-Axis Target Rate Surface template with group_col=\\\"bkon8\\\", group_col_2=\\\"wkcti\\\", and target_col=\\\"class\\\", measuring the rate of rows where class = 'won'.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d7dbdf66facb4888/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d7dbdf66facb4888/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..11d4fd938a34b86728d33720336bb610e264efbb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d7dbdf66facb4888/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_d7dbdf66facb4888", + "api_calls": 0, + "input_tokens": 17096, + "cached_input_tokens": 15744, + "output_tokens": 351, + "total_tokens": 17447, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9741.33, + "sql_execution_elapsed_ms_total": 3.56, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d7dbdf66facb4888/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d849a522a938397d/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d849a522a938397d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..629c9deef09bc9201928ff99dd560d8cd19955d4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d849a522a938397d/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=bknwy, group_col_2=katri. +Result preview: [{"bknwy": "f", "katri": "n", "row_count": 2082}, {"bknwy": "f", "katri": "w", "row_count": 372}, {"bknwy": "f", "katri": "b", "row_count": 195}, {"bknwy": "t", "katri": "n", "row_count": 145}, {"bknwy": "t", "katri": "w", "row_count": 44}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d849a522a938397d/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d849a522a938397d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7aec9f8cdf850378a2c7aab0af476319ddd8f920 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d849a522a938397d/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: c4 +-- 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_c4_d849a522a938397d +-- problem_id: v2p_c4_0964bf6a25ece4d6 +-- realization_mode: agent +-- source_kind: agent +SELECT "bknwy", "katri", COUNT(*) AS row_count +FROM "c4" +WHERE "dsopp" = 'f' +GROUP BY "bknwy", "katri" +ORDER BY row_count DESC +LIMIT 13; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d849a522a938397d/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d849a522a938397d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ff84fb4f919eb2ca3002ab0fcaa23577c12a0216 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d849a522a938397d/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 \"bknwy\", \"katri\", COUNT(*) AS row_count\nFROM \"c4\"\nWHERE \"dsopp\" = 'f'\nGROUP BY \"bknwy\", \"katri\"\nORDER BY row_count DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"bknwy\\\", \\\"katri\\\", COUNT(*) AS row_count\\nFROM \\\"c4\\\"\\nWHERE \\\"dsopp\\\" = 'f'\\nGROUP BY \\\"bknwy\\\", \\\"katri\\\"\\nORDER BY row_count DESC\\nLIMIT 13;\", \"columns\": [\"bknwy\", \"katri\", \"row_count\"], \"rows\": [{\"bknwy\": \"f\", \"katri\": \"n\", \"row_count\": 2082}, {\"bknwy\": \"f\", \"katri\": \"w\", \"row_count\": 372}, {\"bknwy\": \"f\", \"katri\": \"b\", \"row_count\": 195}, {\"bknwy\": \"t\", \"katri\": \"n\", \"row_count\": 145}, {\"bknwy\": \"t\", \"katri\": \"w\", \"row_count\": 44}, {\"bknwy\": \"t\", \"katri\": \"b\", \"row_count\": 22}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.43}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d849a522a938397d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d849a522a938397d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6b9fb68955ef163be085e31d585ff2f6ffb9f69d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d849a522a938397d/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "c4", + "started_at": "2026-05-19T15:37:45.254605+00:00", + "ended_at": "2026-05-19T15:37:56.587918+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c4_d849a522a938397d", + "problem_id": "v2p_c4_0964bf6a25ece4d6", + "dataset_id": "c4", + "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=bknwy, group_col_2=katri.", + "bindings": { + "group_col": "bknwy", + "group_col_2": "katri", + "predicate_col": "dsopp", + "predicate_op": "=", + "predicate_value": "f", + "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": 0.0, + "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_a/c4/sql/v2q_c4_d849a522a938397d.sql", + "usage_summary": { + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_d849a522a938397d", + "api_calls": 0, + "input_tokens": 17086, + "cached_input_tokens": 12032, + "output_tokens": 501, + "total_tokens": 17587, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11322.8, + "sql_execution_elapsed_ms_total": 4.43, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d849a522a938397d/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d849a522a938397d/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d849a522a938397d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ccc22a064c1af00d304adbe7d0817dc3c1e2c060 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d849a522a938397d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:37:56.580612+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": 11322.8, "started_at": "2026-05-19T15:37:45.256123+00:00", "ended_at": "2026-05-19T15:37:56.578962+00:00", "prompt_metrics": {"chars": 15529, "bytes_utf8": 15529, "lines": 544, "estimated_tokens": null}, "response_metrics": {"chars": 407, "bytes_utf8": 407, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17086, "cached_input_tokens": 12032, "output_tokens": 501, "reasoning_output_tokens": 376}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"bknwy\\\", \\\"katri\\\", COUNT(*) AS row_count\\nFROM \\\"c4\\\"\\nWHERE \\\"dsopp\\\" = 'f'\\nGROUP BY \\\"bknwy\\\", \\\"katri\\\"\\nORDER BY row_count DESC\\nLIMIT 13;\",\"notes\":\"Applies the filtered two-dimensional group count template with group columns \\\"bknwy\\\" and \\\"katri\\\", filtered to rows where \\\"dsopp\\\" = 'f', and returns the 13 largest groups by count.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d849a522a938397d/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d849a522a938397d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d7b546e5174d00cbd148d35e3ce988fb62ec93c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d849a522a938397d/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_d849a522a938397d", + "api_calls": 0, + "input_tokens": 17086, + "cached_input_tokens": 12032, + "output_tokens": 501, + "total_tokens": 17587, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11322.8, + "sql_execution_elapsed_ms_total": 4.43, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d849a522a938397d/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d98129ddacc5bdee/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d98129ddacc5bdee/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a4ae56ad3534fa14eb2673a27b976beb2db9add6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d98129ddacc5bdee/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15390, "bytes_utf8": 15390, "lines": 540, "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": 374, "bytes_utf8": 374, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17074, "cached_input_tokens": 12032, "output_tokens": 327, "reasoning_output_tokens": 202}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d98129ddacc5bdee/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d98129ddacc5bdee/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..554ecd2ec6be7d1b26d98d291dbf603a8b47a226 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d98129ddacc5bdee/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": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_d98129ddacc5bdee", + "api_calls": 0, + "input_tokens": 17074, + "cached_input_tokens": 12032, + "output_tokens": 327, + "total_tokens": 17401, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11296.25, + "sql_execution_elapsed_ms_total": 1.95, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d98129ddacc5bdee/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d98129ddacc5bdee/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d98129ddacc5bdee/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..eb3efc14080a88c365635719a93e72a704ddb44c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d98129ddacc5bdee/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": "2026-05-19T15:42:23.385290+00:00", + "ended_at": "2026-05-19T15:42:34.681582+00:00", + "elapsed_ms": 11296.25, + "prompt_metrics": { + "chars": 15390, + "bytes_utf8": 15390, + "lines": 540, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 752, + "bytes_utf8": 752, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 374, + "bytes_utf8": 374, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17074, + "cached_input_tokens": 12032, + "output_tokens": 327, + "reasoning_output_tokens": 202 + } + }, + "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_a/c4/artifacts/v2q_c4_d98129ddacc5bdee/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d98129ddacc5bdee/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ac59fa9ca8a42f13a7aa930f27eba2287761d0e4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d98129ddacc5bdee/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,540 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c4", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=bkon8, group_col_2=bkspr.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "bkon8", + "group_col_2": "bkspr", + "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": 0.0, + "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 {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d98129ddacc5bdee/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d98129ddacc5bdee/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..45b3c9ede77ea50f5ebbb58a68a00439c6f004a4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d98129ddacc5bdee/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e7-09ad-7eb2-b882-742db172a5cc"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"bkon8\\\",\\n \\\"bkspr\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bkon8\\\", \\\"bkspr\\\"\\nORDER BY \\\"support\\\" ASC, \\\"bkon8\\\", \\\"bkspr\\\"\\nLIMIT 12;\",\"notes\":\"Uses the provided Pairwise Sparse Slice Count template with fixed bindings group_col=\\\"bkon8\\\", group_col_2=\\\"bkspr\\\", and top_k=12.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17074,"cached_input_tokens":12032,"output_tokens":327,"reasoning_output_tokens":202}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d98129ddacc5bdee/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d98129ddacc5bdee/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5294c59ac3d60db559aa57b58947becf454c27e0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d98129ddacc5bdee/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"bkon8\",\n \"bkspr\",\n COUNT(*) AS \"support\"\nFROM \"c4\"\nGROUP BY \"bkon8\", \"bkspr\"\nORDER BY \"support\" ASC, \"bkon8\", \"bkspr\"\nLIMIT 12;","notes":"Uses the provided Pairwise Sparse Slice Count template with fixed bindings group_col=\"bkon8\", group_col_2=\"bkspr\", and top_k=12."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d98129ddacc5bdee/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d98129ddacc5bdee/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_db113d0ed64081e1/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_db113d0ed64081e1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..80fe0195028a29af3b7d380ba3f435de43f8744c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_db113d0ed64081e1/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "f", "support": 3195, "support_share": 0.9996871088861077, "cumulative_support": 3195}, {"value_label": "t", "support": 1, "support_share": 0.00031289111389236547, "cumulative_support": 3196}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_db113d0ed64081e1/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_db113d0ed64081e1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..46716bd875cf4201c64203d691c083f94fb3c720 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_db113d0ed64081e1/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: c4 +-- 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_c4_db113d0ed64081e1 +-- problem_id: v2p_c4_28b74956387fb17e +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "spcop" AS value_label, COUNT(*) AS support + FROM "c4" + GROUP BY "spcop" +), 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_a/c4/artifacts/v2q_c4_db113d0ed64081e1/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_db113d0ed64081e1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1c4a1e955d34b1d071b9143b787b4ba06d7ece64 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_db113d0ed64081e1/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_a\n-- sql_source_dataset_id: c4\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_c4_db113d0ed64081e1\n-- problem_id: v2p_c4_28b74956387fb17e\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"spcop\" AS value_label, COUNT(*) AS support\n FROM \"c4\"\n GROUP BY \"spcop\"\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_a\\n-- sql_source_dataset_id: c4\\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_c4_db113d0ed64081e1\\n-- problem_id: v2p_c4_28b74956387fb17e\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"spcop\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c4\\\"\\n GROUP BY \\\"spcop\\\"\\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\": \"f\", \"support\": 3195, \"support_share\": 0.9996871088861077, \"cumulative_support\": 3195}, {\"value_label\": \"t\", \"support\": 1, \"support_share\": 0.00031289111389236547, \"cumulative_support\": 3196}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.03}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_db113d0ed64081e1/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_db113d0ed64081e1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..46dd8fe94fbd443782686092f3299ecf4f196dd5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_db113d0ed64081e1/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "c4", + "started_at": "2026-05-19T15:58:50.484225+00:00", + "ended_at": "2026-05-19T15:58:50.485860+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c4_db113d0ed64081e1", + "problem_id": "v2p_c4_28b74956387fb17e", + "dataset_id": "c4", + "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=spcop.", + "bindings": { + "group_col": "spcop" + }, + "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_a/c4/sql/v2q_c4_db113d0ed64081e1.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_a/c4/artifacts/v2q_c4_db113d0ed64081e1/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_db113d0ed64081e1/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_db113d0ed64081e1/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_a/c4/artifacts/v2q_c4_dbe8741cba46223b/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_dbe8741cba46223b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c8a63372b99b1c35fa92e355b72357912e16388c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_dbe8741cba46223b/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=bknwy, group_col_2=reskd. +Result preview: [{"bknwy": "f", "reskd": "f", "row_count": 2870}, {"bknwy": "t", "reskd": "f", "row_count": 147}, {"bknwy": "f", "reskd": "t", "row_count": 19}, {"bknwy": "t", "reskd": "t", "row_count": 4}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_dbe8741cba46223b/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_dbe8741cba46223b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..08d0eb2689d160c59e7903710c23893a1e669a00 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_dbe8741cba46223b/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: c4 +-- 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_c4_dbe8741cba46223b +-- problem_id: v2p_c4_cba4725deee3a3e0 +-- realization_mode: agent +-- source_kind: agent +SELECT "bknwy", "reskd", COUNT(*) AS "row_count" +FROM "c4" +WHERE "mulch" = 'f' +GROUP BY "bknwy", "reskd" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_dbe8741cba46223b/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_dbe8741cba46223b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6b74788853d25039244ddc3b63c06ad30f488a1e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_dbe8741cba46223b/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 \"bknwy\", \"reskd\", COUNT(*) AS \"row_count\"\nFROM \"c4\"\nWHERE \"mulch\" = 'f'\nGROUP BY \"bknwy\", \"reskd\"\nORDER BY \"row_count\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d.\\nSELECT \\\"bknwy\\\", \\\"reskd\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c4\\\"\\nWHERE \\\"mulch\\\" = 'f'\\nGROUP BY \\\"bknwy\\\", \\\"reskd\\\"\\nORDER BY \\\"row_count\\\" DESC;\", \"columns\": [\"bknwy\", \"reskd\", \"row_count\"], \"rows\": [{\"bknwy\": \"f\", \"reskd\": \"f\", \"row_count\": 2870}, {\"bknwy\": \"t\", \"reskd\": \"f\", \"row_count\": 147}, {\"bknwy\": \"f\", \"reskd\": \"t\", \"row_count\": 19}, {\"bknwy\": \"t\", \"reskd\": \"t\", \"row_count\": 4}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.04}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_dbe8741cba46223b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_dbe8741cba46223b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a50442c399a24758d9f7a595f73f80f36ea84868 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_dbe8741cba46223b/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "c4", + "started_at": "2026-05-19T15:38:25.185123+00:00", + "ended_at": "2026-05-19T15:38:37.502382+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c4_dbe8741cba46223b", + "problem_id": "v2p_c4_cba4725deee3a3e0", + "dataset_id": "c4", + "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=bknwy, group_col_2=reskd.", + "bindings": { + "group_col": "bknwy", + "group_col_2": "reskd", + "predicate_col": "mulch", + "predicate_op": "=", + "predicate_value": "f", + "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": 0.0, + "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_a/c4/sql/v2q_c4_dbe8741cba46223b.sql", + "usage_summary": { + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_dbe8741cba46223b", + "api_calls": 0, + "input_tokens": 17085, + "cached_input_tokens": 15744, + "output_tokens": 404, + "total_tokens": 17489, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12306.25, + "sql_execution_elapsed_ms_total": 4.04, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_dbe8741cba46223b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_dbe8741cba46223b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_dbe8741cba46223b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b39f4239d8db99e69467513cd6e100f22fc98b37 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_dbe8741cba46223b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:38:37.495584+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": 12306.25, "started_at": "2026-05-19T15:38:25.187624+00:00", "ended_at": "2026-05-19T15:38:37.493919+00:00", "prompt_metrics": {"chars": 15529, "bytes_utf8": 15529, "lines": 544, "estimated_tokens": null}, "response_metrics": {"chars": 357, "bytes_utf8": 357, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17085, "cached_input_tokens": 15744, "output_tokens": 404, "reasoning_output_tokens": 289}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d.\\nSELECT \\\"bknwy\\\", \\\"reskd\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c4\\\"\\nWHERE \\\"mulch\\\" = 'f'\\nGROUP BY \\\"bknwy\\\", \\\"reskd\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Uses the provided filtered two-dimensional group count template with group columns \\\"bknwy\\\" and \\\"reskd\\\", filtered on \\\"mulch\\\" = 'f'.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_dbe8741cba46223b/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_dbe8741cba46223b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5c77e520f190c19cb0ee7906d2d4d3c5653b8084 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_dbe8741cba46223b/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_dbe8741cba46223b", + "api_calls": 0, + "input_tokens": 17085, + "cached_input_tokens": 15744, + "output_tokens": 404, + "total_tokens": 17489, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12306.25, + "sql_execution_elapsed_ms_total": 4.04, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_dbe8741cba46223b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_dc14b5c5eda1da60/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_dc14b5c5eda1da60/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4dc2fc4ff6b9823b2f1340900834163a39d521e3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_dc14b5c5eda1da60/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15218, "bytes_utf8": 15218, "lines": 538, "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": 326, "bytes_utf8": 326, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17004, "cached_input_tokens": 12032, "output_tokens": 250, "reasoning_output_tokens": 156}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_dc14b5c5eda1da60/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_dc14b5c5eda1da60/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fe936b18571d960c314f418f3339e732a50d8a16 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_dc14b5c5eda1da60/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": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_dc14b5c5eda1da60", + "api_calls": 0, + "input_tokens": 17004, + "cached_input_tokens": 12032, + "output_tokens": 250, + "total_tokens": 17254, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15619.58, + "sql_execution_elapsed_ms_total": 1.86, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_dc14b5c5eda1da60/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_dc14b5c5eda1da60/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_dc14b5c5eda1da60/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c13ba5d86fe96fca577eb3719e71567a09a50e7f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_dc14b5c5eda1da60/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": "2026-05-19T15:41:33.474746+00:00", + "ended_at": "2026-05-19T15:41:49.094365+00:00", + "elapsed_ms": 15619.58, + "prompt_metrics": { + "chars": 15218, + "bytes_utf8": 15218, + "lines": 538, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1345, + "bytes_utf8": 1345, + "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": 326, + "bytes_utf8": 326, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17004, + "cached_input_tokens": 12032, + "output_tokens": 250, + "reasoning_output_tokens": 156 + } + }, + "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_a/c4/artifacts/v2q_c4_dc14b5c5eda1da60/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_dc14b5c5eda1da60/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2111b786c1d3792655f76bfcf13c5f224324a8be --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_dc14b5c5eda1da60/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,538 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +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": "c4", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=thrsk.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "thrsk", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "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_a/c4/artifacts/v2q_c4_dc14b5c5eda1da60/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_dc14b5c5eda1da60/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..49c6fd444052d5b23cd9d4da4fbd72b174cb9c95 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_dc14b5c5eda1da60/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,6 @@ +{"type":"thread.started","thread_id":"019e40e6-46be-7250-b3a9-5049b3784f84"} +{"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 1999494, Requested 17639. Please try again in 513ms. 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 1986655, Requested 17639. Please try again in 128ms. 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_tail_low_support_group_count_v2\\nSELECT\\n \\\"thrsk\\\",\\n COUNT(*) AS support\\nFROM \\\"c4\\\"\\nGROUP BY \\\"thrsk\\\"\\nORDER BY support ASC, \\\"thrsk\\\"\\nLIMIT 11;\",\"notes\":\"Uses the planned Low-Support Group Count template with group_col bound to \\\"thrsk\\\" to surface the least-supported thrsk groups.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17004,"cached_input_tokens":12032,"output_tokens":250,"reasoning_output_tokens":156}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_dc14b5c5eda1da60/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_dc14b5c5eda1da60/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b557292b07c4b4389985614ea4090569955550f2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_dc14b5c5eda1da60/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"thrsk\",\n COUNT(*) AS support\nFROM \"c4\"\nGROUP BY \"thrsk\"\nORDER BY support ASC, \"thrsk\"\nLIMIT 11;","notes":"Uses the planned Low-Support Group Count template with group_col bound to \"thrsk\" to surface the least-supported thrsk groups."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_dc14b5c5eda1da60/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_dc14b5c5eda1da60/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_dc5a6beff8cc3cc0/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_dc5a6beff8cc3cc0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3f9a095ce775660a30ee3fa53c26252fabce9522 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_dc5a6beff8cc3cc0/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": "2026-05-19T15:55:43.647772+00:00", + "ended_at": "2026-05-19T15:55:46.701458+00:00", + "elapsed_ms": 3053.66, + "returncode": 1, + "prompt_metrics": { + "chars": 15327, + "bytes_utf8": 15327, + "lines": 540, + "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_a/c4/artifacts/v2q_c4_dc5a6beff8cc3cc0/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_dc5a6beff8cc3cc0/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..75098072f8e4e0644a4ada9e0b368cf22dd239de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_dc5a6beff8cc3cc0/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:55:47.703186+00:00", + "ended_at": "2026-05-19T15:55:51.039145+00:00", + "elapsed_ms": 3335.93, + "returncode": 1, + "prompt_metrics": { + "chars": 15327, + "bytes_utf8": 15327, + "lines": 540, + "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_a/c4/artifacts/v2q_c4_dc5a6beff8cc3cc0/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_dc5a6beff8cc3cc0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..874bbab6bd5a07ac69353aaa4a991219f2b7d409 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_dc5a6beff8cc3cc0/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,540 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c4", + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=bkona, group_col_2=rkxwp.", + "planned_template_id": "tpl_clickbench_two_dimensional_topk_count", + "bindings": { + "group_col": "bkona", + "group_col_2": "rkxwp", + "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": 0.0, + "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}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_dc5a6beff8cc3cc0/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_dc5a6beff8cc3cc0/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..874bbab6bd5a07ac69353aaa4a991219f2b7d409 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_dc5a6beff8cc3cc0/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,540 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c4", + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=bkona, group_col_2=rkxwp.", + "planned_template_id": "tpl_clickbench_two_dimensional_topk_count", + "bindings": { + "group_col": "bkona", + "group_col_2": "rkxwp", + "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": 0.0, + "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}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_dc5a6beff8cc3cc0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_dc5a6beff8cc3cc0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fc673a1d0596b3f274626038c3c9d3e1f3c76bce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_dc5a6beff8cc3cc0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-3fb2-7541-9216-25fd52cf20fb"} +{"type":"turn.started"} +{"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_a/c4/artifacts/v2q_c4_dc5a6beff8cc3cc0/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_dc5a6beff8cc3cc0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..38007bb27e95eb304bac0deaa9cb6cd5b2bba13b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_dc5a6beff8cc3cc0/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-3fb2-7541-9216-25fd52cf20fb"} +{"type":"turn.started"} +{"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_a/c4/artifacts/v2q_c4_dc5a6beff8cc3cc0/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_dc5a6beff8cc3cc0/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..25932b73d30490cbc8b58635d1be22ab094c3f00 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_dc5a6beff8cc3cc0/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-4f97-7512-9f21-9fadfed99cb7"} +{"type":"turn.started"} +{"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_a/c4/artifacts/v2q_c4_dc5a6beff8cc3cc0/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_dc5a6beff8cc3cc0/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..2cee8e0c8245c9c894748e8848dd07a05c8a77a6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_dc5a6beff8cc3cc0/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-4f97-7512-9f21-9fadfed99cb7"} +{"type":"turn.started"} +{"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_a/c4/artifacts/v2q_c4_dc5a6beff8cc3cc0/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_dc5a6beff8cc3cc0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_dc5a6beff8cc3cc0/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_dc5a6beff8cc3cc0/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ddc2bed9bfbfd6bf/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ddc2bed9bfbfd6bf/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e8cab985b654414dd07e6b2a4e3017c5d912be67 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ddc2bed9bfbfd6bf/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15390, "bytes_utf8": 15390, "lines": 540, "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": 353, "bytes_utf8": 353, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17074, "cached_input_tokens": 15744, "output_tokens": 329, "reasoning_output_tokens": 207}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ddc2bed9bfbfd6bf/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ddc2bed9bfbfd6bf/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e12233a06b3dea34c09423d6b0ffc1056a845e23 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ddc2bed9bfbfd6bf/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": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_ddc2bed9bfbfd6bf", + "api_calls": 0, + "input_tokens": 17074, + "cached_input_tokens": 15744, + "output_tokens": 329, + "total_tokens": 17403, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7761.69, + "sql_execution_elapsed_ms_total": 2.18, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ddc2bed9bfbfd6bf/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ddc2bed9bfbfd6bf/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ddc2bed9bfbfd6bf/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4a65da21e5f719ca12dd1a7cc97ece0fc8eba343 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ddc2bed9bfbfd6bf/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": "2026-05-19T15:43:02.687472+00:00", + "ended_at": "2026-05-19T15:43:10.449202+00:00", + "elapsed_ms": 7761.69, + "prompt_metrics": { + "chars": 15390, + "bytes_utf8": 15390, + "lines": 540, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 731, + "bytes_utf8": 731, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 353, + "bytes_utf8": 353, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17074, + "cached_input_tokens": 15744, + "output_tokens": 329, + "reasoning_output_tokens": 207 + } + }, + "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_a/c4/artifacts/v2q_c4_ddc2bed9bfbfd6bf/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ddc2bed9bfbfd6bf/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1c99c7e17bf14d30ec60f28d62a37bd1ca954607 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ddc2bed9bfbfd6bf/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,540 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c4", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=bkon8, group_col_2=bkxcr.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "bkon8", + "group_col_2": "bkxcr", + "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": 0.0, + "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 {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ddc2bed9bfbfd6bf/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ddc2bed9bfbfd6bf/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7017b76cf333b23771377a0e8d0c13d5463f6e1f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ddc2bed9bfbfd6bf/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e7-a345-7e51-9317-074bd7f10532"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"bkon8\\\",\\n \\\"bkxcr\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bkon8\\\", \\\"bkxcr\\\"\\nORDER BY \\\"support\\\" ASC, \\\"bkon8\\\", \\\"bkxcr\\\"\\nLIMIT 14;\",\"notes\":\"Applied the Pairwise Sparse Slice Count template with group_col=\\\"bkon8\\\", group_col_2=\\\"bkxcr\\\", and top_k=14.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17074,"cached_input_tokens":15744,"output_tokens":329,"reasoning_output_tokens":207}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ddc2bed9bfbfd6bf/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ddc2bed9bfbfd6bf/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ccbeeed42f99aa98c87d7b2fd2314fc3bbd4daee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ddc2bed9bfbfd6bf/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"bkon8\",\n \"bkxcr\",\n COUNT(*) AS \"support\"\nFROM \"c4\"\nGROUP BY \"bkon8\", \"bkxcr\"\nORDER BY \"support\" ASC, \"bkon8\", \"bkxcr\"\nLIMIT 14;","notes":"Applied the Pairwise Sparse Slice Count template with group_col=\"bkon8\", group_col_2=\"bkxcr\", and top_k=14."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ddc2bed9bfbfd6bf/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ddc2bed9bfbfd6bf/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_df600c6936e2792d/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_df600c6936e2792d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b6955c129b544e16840600792abba2789ff24946 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_df600c6936e2792d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15394, "bytes_utf8": 15394, "lines": 540, "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": 384, "bytes_utf8": 384, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17073, "cached_input_tokens": 12032, "output_tokens": 471, "reasoning_output_tokens": 353}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_df600c6936e2792d/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_df600c6936e2792d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a21e568f5ac320039b847ca195c0d653c81dc65d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_df600c6936e2792d/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": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_df600c6936e2792d", + "api_calls": 0, + "input_tokens": 17073, + "cached_input_tokens": 12032, + "output_tokens": 471, + "total_tokens": 17544, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10195.03, + "sql_execution_elapsed_ms_total": 4.27, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_df600c6936e2792d/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_df600c6936e2792d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_df600c6936e2792d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b27e788b9def51b211069334895bd58140ab65a3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_df600c6936e2792d/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": "2026-05-19T15:44:23.112269+00:00", + "ended_at": "2026-05-19T15:44:33.307331+00:00", + "elapsed_ms": 10195.03, + "prompt_metrics": { + "chars": 15394, + "bytes_utf8": 15394, + "lines": 540, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 762, + "bytes_utf8": 762, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 384, + "bytes_utf8": 384, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17073, + "cached_input_tokens": 12032, + "output_tokens": 471, + "reasoning_output_tokens": 353 + } + }, + "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_a/c4/artifacts/v2q_c4_df600c6936e2792d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_df600c6936e2792d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..993b47bb8b0969abb291765aec47ad94fea0ae0d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_df600c6936e2792d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,540 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c4", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=bkon8, group_col_2=cntxt.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "bkon8", + "group_col_2": "cntxt", + "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": 0.0, + "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 {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_df600c6936e2792d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_df600c6936e2792d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dae00527ac2fc0b6f51520c96ac6c16fe1e5d2e4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_df600c6936e2792d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e8-dd50-7a41-9f31-44a936ae7551"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"bkon8\\\",\\n \\\"cntxt\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bkon8\\\", \\\"cntxt\\\"\\nORDER BY \\\"support\\\" ASC, \\\"bkon8\\\", \\\"cntxt\\\"\\nLIMIT 18;\",\"notes\":\"Uses the fixed template bindings for pairwise sparse slice counting on \\\"bkon8\\\" and \\\"cntxt\\\", returning the 18 least-supported combinations.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17073,"cached_input_tokens":12032,"output_tokens":471,"reasoning_output_tokens":353}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_df600c6936e2792d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_df600c6936e2792d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1ee70231aa31427ad545aa7e3a4db1dfa647ac16 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_df600c6936e2792d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"bkon8\",\n \"cntxt\",\n COUNT(*) AS \"support\"\nFROM \"c4\"\nGROUP BY \"bkon8\", \"cntxt\"\nORDER BY \"support\" ASC, \"bkon8\", \"cntxt\"\nLIMIT 18;","notes":"Uses the fixed template bindings for pairwise sparse slice counting on \"bkon8\" and \"cntxt\", returning the 18 least-supported combinations."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_df600c6936e2792d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_df600c6936e2792d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e4ab6e290db8beaa/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e4ab6e290db8beaa/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3a4897661ae4ece0b04f0e8be8ec0d3dd9c99505 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e4ab6e290db8beaa/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=thrsk. +Result preview: [{"thrsk": "f", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e4ab6e290db8beaa/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e4ab6e290db8beaa/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..222df9cd472d6061b85c2d6750d3514a9a598847 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e4ab6e290db8beaa/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: c4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c4_e4ab6e290db8beaa +-- problem_id: v2p_c4_7b51b6a100a89b9b +-- realization_mode: agent +-- source_kind: agent +SELECT "thrsk", COUNT(DISTINCT "thrsk") AS distinct_entities +FROM "c4" +WHERE "thrsk" = 'f' +GROUP BY "thrsk" +ORDER BY distinct_entities DESC +LIMIT 10; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e4ab6e290db8beaa/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e4ab6e290db8beaa/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5fb91891f6995634f0cba029a39eed3809563359 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e4ab6e290db8beaa/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_filtered_distinct_topk\nSELECT \"thrsk\", COUNT(DISTINCT \"thrsk\") AS distinct_entities\nFROM \"c4\"\nWHERE \"thrsk\" = 'f'\nGROUP BY \"thrsk\"\nORDER BY distinct_entities DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"thrsk\\\", COUNT(DISTINCT \\\"thrsk\\\") AS distinct_entities\\nFROM \\\"c4\\\"\\nWHERE \\\"thrsk\\\" = 'f'\\nGROUP BY \\\"thrsk\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 10;\", \"columns\": [\"thrsk\", \"distinct_entities\"], \"rows\": [{\"thrsk\": \"f\", \"distinct_entities\": 1}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.76}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e4ab6e290db8beaa/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e4ab6e290db8beaa/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4152171bf81f5577a8408b55ce68a9da0bc226fd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e4ab6e290db8beaa/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "c4", + "started_at": "2026-05-19T15:58:31.392384+00:00", + "ended_at": "2026-05-19T15:58:39.297424+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c4_e4ab6e290db8beaa", + "problem_id": "v2p_c4_7b51b6a100a89b9b", + "dataset_id": "c4", + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=thrsk.", + "bindings": { + "group_col": "thrsk", + "predicate_col": "thrsk", + "predicate_op": "=", + "predicate_value": "f", + "entity_col": "thrsk", + "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": 0.0, + "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", + "entity_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "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=140" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "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_a/c4/sql/v2q_c4_e4ab6e290db8beaa.sql", + "usage_summary": { + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_e4ab6e290db8beaa", + "api_calls": 0, + "input_tokens": 17073, + "cached_input_tokens": 15744, + "output_tokens": 272, + "total_tokens": 17345, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7896.56, + "sql_execution_elapsed_ms_total": 1.76, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e4ab6e290db8beaa/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e4ab6e290db8beaa/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e4ab6e290db8beaa/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..badf562fac479af76b4c5b39ae506833f4d805f8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e4ab6e290db8beaa/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:58:39.293315+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": 7896.56, "started_at": "2026-05-19T15:58:31.395578+00:00", "ended_at": "2026-05-19T15:58:39.292174+00:00", "prompt_metrics": {"chars": 15551, "bytes_utf8": 15551, "lines": 544, "estimated_tokens": null}, "response_metrics": {"chars": 403, "bytes_utf8": 403, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17073, "cached_input_tokens": 15744, "output_tokens": 272, "reasoning_output_tokens": 157}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"thrsk\\\", COUNT(DISTINCT \\\"thrsk\\\") AS distinct_entities\\nFROM \\\"c4\\\"\\nWHERE \\\"thrsk\\\" = 'f'\\nGROUP BY \\\"thrsk\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 10;\",\"notes\":\"Used the required template with bound roles exactly as provided: group_col=\\\"thrsk\\\", entity_col=\\\"thrsk\\\", predicate_col=\\\"thrsk\\\", predicate_value='f', top_k=10.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e4ab6e290db8beaa/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e4ab6e290db8beaa/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..20300e20f45caeb847343b734a6064e11e8eb9ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e4ab6e290db8beaa/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_e4ab6e290db8beaa", + "api_calls": 0, + "input_tokens": 17073, + "cached_input_tokens": 15744, + "output_tokens": 272, + "total_tokens": 17345, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7896.56, + "sql_execution_elapsed_ms_total": 1.76, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e4ab6e290db8beaa/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e5015e136bdfc049/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e5015e136bdfc049/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2616201765cb5ad73f4e9a76f2529454b65d727c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e5015e136bdfc049/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15341, "bytes_utf8": 15341, "lines": 540, "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": 466, "bytes_utf8": 466, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17020, "cached_input_tokens": 12032, "output_tokens": 406, "reasoning_output_tokens": 278}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e5015e136bdfc049/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e5015e136bdfc049/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..08350d9f8280a3e00f06184d8f9297192b074c8b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e5015e136bdfc049/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": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_e5015e136bdfc049", + "api_calls": 0, + "input_tokens": 17020, + "cached_input_tokens": 12032, + "output_tokens": 406, + "total_tokens": 17426, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12598.16, + "sql_execution_elapsed_ms_total": 3.23, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e5015e136bdfc049/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e5015e136bdfc049/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e5015e136bdfc049/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..610f67dc7efb15c19a7e1c880b66cbcd9e8bd1f9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e5015e136bdfc049/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": "2026-05-19T15:29:17.946866+00:00", + "ended_at": "2026-05-19T15:29:30.545062+00:00", + "elapsed_ms": 12598.16, + "prompt_metrics": { + "chars": 15341, + "bytes_utf8": 15341, + "lines": 540, + "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": 466, + "bytes_utf8": 466, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17020, + "cached_input_tokens": 12032, + "output_tokens": 406, + "reasoning_output_tokens": 278 + } + }, + "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_a/c4/artifacts/v2q_c4_e5015e136bdfc049/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e5015e136bdfc049/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1e5a519d3ffb3aca6cb9d638f25f123a04a5b027 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e5015e136bdfc049/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,540 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c4", + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=bkspr.", + "planned_template_id": "tpl_clickbench_group_distinct_topk", + "bindings": { + "group_col": "bkspr", + "entity_col": "bkspr", + "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": 0.0, + "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}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e5015e136bdfc049/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e5015e136bdfc049/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..57f0befed904aebfeeff23500fcf7b7b831e0b96 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e5015e136bdfc049/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40db-0d79-7ba1-9276-675d39338563"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"bkspr\\\", COUNT(DISTINCT \\\"bkspr\\\") AS \\\"distinct_entities\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bkspr\\\"\\nORDER BY \\\"distinct_entities\\\" DESC\\nLIMIT 14;\",\"notes\":\"Applied the provided template with bound roles exactly as planned: group_col=\\\"bkspr\\\", entity_col=\\\"bkspr\\\", top_k=14. Because the grouping and distinct-count columns are the same, each non-NULL group will typically have distinct_entities = 1.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17020,"cached_input_tokens":12032,"output_tokens":406,"reasoning_output_tokens":278}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e5015e136bdfc049/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e5015e136bdfc049/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b5d5c7f20f4c61597f6882ae5e797eead2d13382 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e5015e136bdfc049/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"bkspr\", COUNT(DISTINCT \"bkspr\") AS \"distinct_entities\"\nFROM \"c4\"\nGROUP BY \"bkspr\"\nORDER BY \"distinct_entities\" DESC\nLIMIT 14;","notes":"Applied the provided template with bound roles exactly as planned: group_col=\"bkspr\", entity_col=\"bkspr\", top_k=14. Because the grouping and distinct-count columns are the same, each non-NULL group will typically have distinct_entities = 1."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e5015e136bdfc049/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e5015e136bdfc049/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e581bc15e384badb/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e581bc15e384badb/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9c11862a8b35d5c7ec63bd01e4e1d7a36a06ea7f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e581bc15e384badb/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=skrxp. +Result preview: [{"skrxp": "t", "support": 175}, {"skrxp": "f", "support": 3021}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e581bc15e384badb/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e581bc15e384badb/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..da058fa767cb7e23a325931f840451bcb5031d26 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e581bc15e384badb/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: c4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c4_e581bc15e384badb +-- problem_id: v2p_c4_3ed17b28d3b06789 +-- realization_mode: agent +-- source_kind: agent +SELECT + "skrxp", + COUNT(*) AS support +FROM "c4" +GROUP BY "skrxp" +ORDER BY support ASC, "skrxp" +LIMIT 13; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e581bc15e384badb/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e581bc15e384badb/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..aa1743ab98dcbea7ff37b0a662efa44f989c32ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e581bc15e384badb/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_tail_low_support_group_count_v2.\nSELECT\n \"skrxp\",\n COUNT(*) AS support\nFROM \"c4\"\nGROUP BY \"skrxp\"\nORDER BY support ASC, \"skrxp\"\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2.\\nSELECT\\n \\\"skrxp\\\",\\n COUNT(*) AS support\\nFROM \\\"c4\\\"\\nGROUP BY \\\"skrxp\\\"\\nORDER BY support ASC, \\\"skrxp\\\"\\nLIMIT 13;\", \"columns\": [\"skrxp\", \"support\"], \"rows\": [{\"skrxp\": \"t\", \"support\": 175}, {\"skrxp\": \"f\", \"support\": 3021}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.36}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e581bc15e384badb/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e581bc15e384badb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..dd084912fc03d54069a3cfc8b0d974c906a5a0b0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e581bc15e384badb/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "c4", + "started_at": "2026-05-19T15:40:24.598048+00:00", + "ended_at": "2026-05-19T15:40:36.040134+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c4_e581bc15e384badb", + "problem_id": "v2p_c4_3ed17b28d3b06789", + "dataset_id": "c4", + "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=skrxp.", + "bindings": { + "group_col": "skrxp", + "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": 0.0, + "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=63" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "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_a/c4/sql/v2q_c4_e581bc15e384badb.sql", + "usage_summary": { + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_e581bc15e384badb", + "api_calls": 0, + "input_tokens": 17003, + "cached_input_tokens": 15744, + "output_tokens": 295, + "total_tokens": 17298, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11434.75, + "sql_execution_elapsed_ms_total": 2.36, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e581bc15e384badb/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e581bc15e384badb/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e581bc15e384badb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..75b7ab659d392b34b99b411834d8b1e74790385d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e581bc15e384badb/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:40:36.035605+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": 11434.75, "started_at": "2026-05-19T15:40:24.599569+00:00", "ended_at": "2026-05-19T15:40:36.034352+00:00", "prompt_metrics": {"chars": 15218, "bytes_utf8": 15218, "lines": 538, "estimated_tokens": null}, "response_metrics": {"chars": 310, "bytes_utf8": 310, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17003, "cached_input_tokens": 15744, "output_tokens": 295, "reasoning_output_tokens": 194}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2.\\nSELECT\\n \\\"skrxp\\\",\\n COUNT(*) AS support\\nFROM \\\"c4\\\"\\nGROUP BY \\\"skrxp\\\"\\nORDER BY support ASC, \\\"skrxp\\\"\\nLIMIT 13;\",\"notes\":\"Applied the Low-Support Group Count template using group_col=\\\"skrxp\\\" and top_k=13 on the single table \\\"c4\\\".\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e581bc15e384badb/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e581bc15e384badb/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..90d5b75bccd792b92d75ced6a99cfb911c5e7abd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e581bc15e384badb/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_e581bc15e384badb", + "api_calls": 0, + "input_tokens": 17003, + "cached_input_tokens": 15744, + "output_tokens": 295, + "total_tokens": 17298, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11434.75, + "sql_execution_elapsed_ms_total": 2.36, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e581bc15e384badb/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e80c87bc49be635e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e80c87bc49be635e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f3d7ae3919e5f69b886047a695eed70ee7ca41f1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e80c87bc49be635e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:52:35.272118+00:00", + "ended_at": "2026-05-19T15:52:38.449572+00:00", + "elapsed_ms": 3177.41, + "returncode": 1, + "prompt_metrics": { + "chars": 15514, + "bytes_utf8": 15514, + "lines": 543, + "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_a/c4/artifacts/v2q_c4_e80c87bc49be635e/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e80c87bc49be635e/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7a4f7c008dc14c6da71d9cd6ab2b637dc5c1c14a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e80c87bc49be635e/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": "2026-05-19T15:52:39.452598+00:00", + "ended_at": "2026-05-19T15:52:42.965520+00:00", + "elapsed_ms": 3512.87, + "returncode": 1, + "prompt_metrics": { + "chars": 15514, + "bytes_utf8": 15514, + "lines": 543, + "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_a/c4/artifacts/v2q_c4_e80c87bc49be635e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e80c87bc49be635e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7ffa195d537c71423040ac72eafa6c589ebd4e37 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e80c87bc49be635e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,543 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c4", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=bkona, group_col_2=bkspr, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "bkona", + "group_col_2": "bkspr", + "target_col": "class", + "target_value": "nowin", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "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}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e80c87bc49be635e/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e80c87bc49be635e/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7ffa195d537c71423040ac72eafa6c589ebd4e37 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e80c87bc49be635e/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,543 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c4", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=bkona, group_col_2=bkspr, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "bkona", + "group_col_2": "bkspr", + "target_col": "class", + "target_value": "nowin", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "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}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e80c87bc49be635e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e80c87bc49be635e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cdbe472a111d4ba837cfa9954eb1c9e4434fbd04 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e80c87bc49be635e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f0-5fe9-7dc0-b043-d9c3512289f9"} +{"type":"turn.started"} +{"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_a/c4/artifacts/v2q_c4_e80c87bc49be635e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e80c87bc49be635e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..727c6ade3e93d3c680caa9c6cf21b0c1194efd39 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e80c87bc49be635e/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f0-5fe9-7dc0-b043-d9c3512289f9"} +{"type":"turn.started"} +{"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_a/c4/artifacts/v2q_c4_e80c87bc49be635e/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e80c87bc49be635e/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9c123969a5b4d90616548fc170e97487bc825bc6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e80c87bc49be635e/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f0-7029-7e10-87f3-aaf9a5d8316e"} +{"type":"turn.started"} +{"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_a/c4/artifacts/v2q_c4_e80c87bc49be635e/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e80c87bc49be635e/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca667acac7caacbb3c63246e8c4a22eb3a1e5c8b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e80c87bc49be635e/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f0-7029-7e10-87f3-aaf9a5d8316e"} +{"type":"turn.started"} +{"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_a/c4/artifacts/v2q_c4_e80c87bc49be635e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e80c87bc49be635e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e80c87bc49be635e/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e80c87bc49be635e/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e98f71647651a8b3/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e98f71647651a8b3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..52085c26486261717e43930e410ad6f053acc8f1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e98f71647651a8b3/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=skewr. +Result preview: [{"skewr": "f", "support": 980}, {"skewr": "t", "support": 2216}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e98f71647651a8b3/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e98f71647651a8b3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2a3b54d9b193304d105c294b4e627dae0d384007 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e98f71647651a8b3/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: c4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c4_e98f71647651a8b3 +-- problem_id: v2p_c4_5e787ff961d36b44 +-- realization_mode: agent +-- source_kind: agent +SELECT + "skewr", + COUNT(*) AS "support" +FROM "c4" +GROUP BY "skewr" +ORDER BY "support" ASC, "skewr" +LIMIT 12; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e98f71647651a8b3/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e98f71647651a8b3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..adb652a40c0c8010e7862b497475c0f0a93e31a4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e98f71647651a8b3/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_tail_low_support_group_count_v2\nSELECT\n \"skewr\",\n COUNT(*) AS \"support\"\nFROM \"c4\"\nGROUP BY \"skewr\"\nORDER BY \"support\" ASC, \"skewr\"\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"skewr\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"skewr\\\"\\nORDER BY \\\"support\\\" ASC, \\\"skewr\\\"\\nLIMIT 12;\", \"columns\": [\"skewr\", \"support\"], \"rows\": [{\"skewr\": \"f\", \"support\": 980}, {\"skewr\": \"t\", \"support\": 2216}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.28}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e98f71647651a8b3/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e98f71647651a8b3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ebed66d607007d1a4f3a3678966f82a99227b390 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e98f71647651a8b3/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "c4", + "started_at": "2026-05-19T15:40:08.788642+00:00", + "ended_at": "2026-05-19T15:40:16.893381+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c4_e98f71647651a8b3", + "problem_id": "v2p_c4_5e787ff961d36b44", + "dataset_id": "c4", + "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=skewr.", + "bindings": { + "group_col": "skewr", + "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": 0.0, + "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=62" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "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_a/c4/sql/v2q_c4_e98f71647651a8b3.sql", + "usage_summary": { + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_e98f71647651a8b3", + "api_calls": 0, + "input_tokens": 17006, + "cached_input_tokens": 15744, + "output_tokens": 292, + "total_tokens": 17298, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8099.35, + "sql_execution_elapsed_ms_total": 1.28, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e98f71647651a8b3/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e98f71647651a8b3/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e98f71647651a8b3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..479f29be78e4d5acafc1118407cecfc68bf83f7d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e98f71647651a8b3/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:40:16.890871+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": 8099.35, "started_at": "2026-05-19T15:40:08.790688+00:00", "ended_at": "2026-05-19T15:40:16.890068+00:00", "prompt_metrics": {"chars": 15218, "bytes_utf8": 15218, "lines": 538, "estimated_tokens": null}, "response_metrics": {"chars": 357, "bytes_utf8": 357, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17006, "cached_input_tokens": 15744, "output_tokens": 292, "reasoning_output_tokens": 181}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"skewr\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"skewr\\\"\\nORDER BY \\\"support\\\" ASC, \\\"skewr\\\"\\nLIMIT 12;\",\"notes\":\"Uses the provided Low-Support Group Count template with group_col bound to \\\"skewr\\\" and top_k set to 12, returning the rarest skewr groups by support.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e98f71647651a8b3/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e98f71647651a8b3/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..20a758f0dc5243a7142eb2451cab71b9cb8f9174 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e98f71647651a8b3/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_e98f71647651a8b3", + "api_calls": 0, + "input_tokens": 17006, + "cached_input_tokens": 15744, + "output_tokens": 292, + "total_tokens": 17298, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8099.35, + "sql_execution_elapsed_ms_total": 1.28, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e98f71647651a8b3/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e9e079a781874f35/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e9e079a781874f35/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bd9659b99261676a8d03975109ab1a6923643775 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e9e079a781874f35/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15390, "bytes_utf8": 15390, "lines": 540, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 407, "bytes_utf8": 407, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17075, "cached_input_tokens": 12032, "output_tokens": 440, "reasoning_output_tokens": 312}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e9e079a781874f35/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e9e079a781874f35/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..16967065426015db92e15612aba55b98eddefccf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e9e079a781874f35/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": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_e9e079a781874f35", + "api_calls": 0, + "input_tokens": 17075, + "cached_input_tokens": 12032, + "output_tokens": 440, + "total_tokens": 17515, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10737.47, + "sql_execution_elapsed_ms_total": 1.85, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e9e079a781874f35/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e9e079a781874f35/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e9e079a781874f35/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d3264fd5bf798aedf2ccd0d444d25c61833286da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e9e079a781874f35/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": "2026-05-19T15:43:42.295646+00:00", + "ended_at": "2026-05-19T15:43:53.033140+00:00", + "elapsed_ms": 10737.47, + "prompt_metrics": { + "chars": 15390, + "bytes_utf8": 15390, + "lines": 540, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 785, + "bytes_utf8": 785, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 407, + "bytes_utf8": 407, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17075, + "cached_input_tokens": 12032, + "output_tokens": 440, + "reasoning_output_tokens": 312 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e9e079a781874f35/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e9e079a781874f35/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5cdcb115bffc0312c45597080a10c44e80c22c25 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e9e079a781874f35/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,540 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c4", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=bkon8, group_col_2=blxwp.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "bkon8", + "group_col_2": "blxwp", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "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 {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e9e079a781874f35/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e9e079a781874f35/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..43b440f7d490bc4053f6eabf995f6fa182397dcb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e9e079a781874f35/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e8-3df7-7901-9e0e-cea89fce34df"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"bkon8\\\",\\n \\\"blxwp\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bkon8\\\", \\\"blxwp\\\"\\nORDER BY \\\"support\\\" ASC, \\\"bkon8\\\", \\\"blxwp\\\"\\nLIMIT 11;\",\"notes\":\"Uses the requested Pairwise Sparse Slice Count template with fixed bindings group_col=\\\"bkon8\\\", group_col_2=\\\"blxwp\\\", returning the 11 least-supported value pairs.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17075,"cached_input_tokens":12032,"output_tokens":440,"reasoning_output_tokens":312}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e9e079a781874f35/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e9e079a781874f35/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bb3ffe9ec7b224402b4e24923b6931157b64f1c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e9e079a781874f35/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"bkon8\",\n \"blxwp\",\n COUNT(*) AS \"support\"\nFROM \"c4\"\nGROUP BY \"bkon8\", \"blxwp\"\nORDER BY \"support\" ASC, \"bkon8\", \"blxwp\"\nLIMIT 11;","notes":"Uses the requested Pairwise Sparse Slice Count template with fixed bindings group_col=\"bkon8\", group_col_2=\"blxwp\", returning the 11 least-supported value pairs."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e9e079a781874f35/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e9e079a781874f35/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e9e79f7c7bff4ee5/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e9e79f7c7bff4ee5/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..22c964000ba34b711859c80c1c73be6a32913682 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e9e79f7c7bff4ee5/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15527, "bytes_utf8": 15527, "lines": 543, "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": 414, "bytes_utf8": 414, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17097, "cached_input_tokens": 15744, "output_tokens": 573, "reasoning_output_tokens": 443}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e9e79f7c7bff4ee5/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e9e79f7c7bff4ee5/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..75afed69396f9b014d29e253cdc7fd032d2c0e68 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e9e79f7c7bff4ee5/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": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_e9e79f7c7bff4ee5", + "api_calls": 0, + "input_tokens": 17097, + "cached_input_tokens": 15744, + "output_tokens": 573, + "total_tokens": 17670, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14827.09, + "sql_execution_elapsed_ms_total": 2.51, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e9e79f7c7bff4ee5/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e9e79f7c7bff4ee5/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e9e79f7c7bff4ee5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..dcc72adf2e223d545009fb90c261c8a876a3737f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e9e79f7c7bff4ee5/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:48:48.284507+00:00", + "ended_at": "2026-05-19T15:49:03.111631+00:00", + "elapsed_ms": 14827.09, + "prompt_metrics": { + "chars": 15527, + "bytes_utf8": 15527, + "lines": 543, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 789, + "bytes_utf8": 789, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 414, + "bytes_utf8": 414, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17097, + "cached_input_tokens": 15744, + "output_tokens": 573, + "reasoning_output_tokens": 443 + } + }, + "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_a/c4/artifacts/v2q_c4_e9e79f7c7bff4ee5/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e9e79f7c7bff4ee5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..681e8e7a179ce5e703318a808a739a35a39f63b4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e9e79f7c7bff4ee5/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,543 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c4", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=bkon8, group_col_2=stlmt, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "bkon8", + "group_col_2": "stlmt", + "target_col": "class", + "target_value": "won", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "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}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e9e79f7c7bff4ee5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e9e79f7c7bff4ee5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..20abe8a3582dd00fbca485265403eca2fe833bf1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e9e79f7c7bff4ee5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ec-e931-7432-8ca1-c11b68ed6197"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bkon8\\\", \\\"stlmt\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'won' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bkon8\\\", \\\"stlmt\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Applied the planned Two-Axis Target Rate Surface template with \\\"bkon8\\\" and \\\"stlmt\\\" as grouping columns and computed the proportion of rows where \\\"class\\\" = 'won'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17097,"cached_input_tokens":15744,"output_tokens":573,"reasoning_output_tokens":443}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e9e79f7c7bff4ee5/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e9e79f7c7bff4ee5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0ba28a343e0736fec055bd4d410b0e16acc21061 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e9e79f7c7bff4ee5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bkon8\", \"stlmt\",\n AVG(CASE WHEN \"class\" = 'won' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c4\"\nGROUP BY \"bkon8\", \"stlmt\"\nORDER BY \"target_rate\" DESC;","notes":"Applied the planned Two-Axis Target Rate Surface template with \"bkon8\" and \"stlmt\" as grouping columns and computed the proportion of rows where \"class\" = 'won'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e9e79f7c7bff4ee5/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e9e79f7c7bff4ee5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ec282f0f2903db1f/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ec282f0f2903db1f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..dba1269d43c6c94548c300cad22be780201f3074 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ec282f0f2903db1f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=stlmt. +Result preview: [{"stlmt": "t", "support": 47}, {"stlmt": "f", "support": 3149}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ec282f0f2903db1f/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ec282f0f2903db1f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4f21b932e9188fbf43c2a6f8bc29a00dbde65660 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ec282f0f2903db1f/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: c4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c4_ec282f0f2903db1f +-- problem_id: v2p_c4_4d99d23f1350f3f7 +-- realization_mode: agent +-- source_kind: agent +SELECT + "stlmt", + COUNT(*) AS support +FROM "c4" +GROUP BY "stlmt" +ORDER BY support ASC, "stlmt" +LIMIT 10; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ec282f0f2903db1f/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ec282f0f2903db1f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..703290ddb7695cbaa83b8dc53b7aa1f5aa60264b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ec282f0f2903db1f/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_tail_low_support_group_count_v2\nSELECT\n \"stlmt\",\n COUNT(*) AS support\nFROM \"c4\"\nGROUP BY \"stlmt\"\nORDER BY support ASC, \"stlmt\"\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"stlmt\\\",\\n COUNT(*) AS support\\nFROM \\\"c4\\\"\\nGROUP BY \\\"stlmt\\\"\\nORDER BY support ASC, \\\"stlmt\\\"\\nLIMIT 10;\", \"columns\": [\"stlmt\", \"support\"], \"rows\": [{\"stlmt\": \"t\", \"support\": 47}, {\"stlmt\": \"f\", \"support\": 3149}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.19}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ec282f0f2903db1f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ec282f0f2903db1f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..67d4105d0f27386c2648cf79cc445767a97efef4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ec282f0f2903db1f/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "c4", + "started_at": "2026-05-19T15:41:07.420494+00:00", + "ended_at": "2026-05-19T15:41:15.615451+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c4_ec282f0f2903db1f", + "problem_id": "v2p_c4_4d99d23f1350f3f7", + "dataset_id": "c4", + "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=stlmt.", + "bindings": { + "group_col": "stlmt", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "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=65" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "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_a/c4/sql/v2q_c4_ec282f0f2903db1f.sql", + "usage_summary": { + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_ec282f0f2903db1f", + "api_calls": 0, + "input_tokens": 17003, + "cached_input_tokens": 15744, + "output_tokens": 238, + "total_tokens": 17241, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8187.89, + "sql_execution_elapsed_ms_total": 2.19, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ec282f0f2903db1f/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ec282f0f2903db1f/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ec282f0f2903db1f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ddf0e786381796ac822a67b0dc19c2bd84de714b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ec282f0f2903db1f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:41:15.610933+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": 8187.89, "started_at": "2026-05-19T15:41:07.421671+00:00", "ended_at": "2026-05-19T15:41:15.609586+00:00", "prompt_metrics": {"chars": 15218, "bytes_utf8": 15218, "lines": 538, "estimated_tokens": null}, "response_metrics": {"chars": 301, "bytes_utf8": 301, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17003, "cached_input_tokens": 15744, "output_tokens": 238, "reasoning_output_tokens": 141}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"stlmt\\\",\\n COUNT(*) AS support\\nFROM \\\"c4\\\"\\nGROUP BY \\\"stlmt\\\"\\nORDER BY support ASC, \\\"stlmt\\\"\\nLIMIT 10;\",\"notes\":\"Uses the Low-Support Group Count template with group_col bound to \\\"stlmt\\\" on the single table \\\"c4\\\".\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ec282f0f2903db1f/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ec282f0f2903db1f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e50e641587b29b5e649b47be90c7e940434081d0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ec282f0f2903db1f/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_ec282f0f2903db1f", + "api_calls": 0, + "input_tokens": 17003, + "cached_input_tokens": 15744, + "output_tokens": 238, + "total_tokens": 17241, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8187.89, + "sql_execution_elapsed_ms_total": 2.19, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ec282f0f2903db1f/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ecf22c3a30ede781/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ecf22c3a30ede781/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7610b57b347ba8f70016c57e5688cb6b10900664 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ecf22c3a30ede781/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15470, "bytes_utf8": 15470, "lines": 543, "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": 358, "bytes_utf8": 358, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17058, "cached_input_tokens": 15744, "output_tokens": 241, "reasoning_output_tokens": 132}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ecf22c3a30ede781/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ecf22c3a30ede781/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3fbf840d412fe6dadfe93f18ec56cbc2d219c2fe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ecf22c3a30ede781/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": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_ecf22c3a30ede781", + "api_calls": 0, + "input_tokens": 17058, + "cached_input_tokens": 15744, + "output_tokens": 241, + "total_tokens": 17299, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18332.72, + "sql_execution_elapsed_ms_total": 2.36, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ecf22c3a30ede781/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ecf22c3a30ede781/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ecf22c3a30ede781/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3202d3d538a301e7ce4dcb7a93e75577f95c457c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ecf22c3a30ede781/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:33:25.759975+00:00", + "ended_at": "2026-05-19T15:33:44.092728+00:00", + "elapsed_ms": 18332.72, + "prompt_metrics": { + "chars": 15470, + "bytes_utf8": 15470, + "lines": 543, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1715, + "bytes_utf8": 1715, + "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": 358, + "bytes_utf8": 358, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17058, + "cached_input_tokens": 15744, + "output_tokens": 241, + "reasoning_output_tokens": 132 + } + }, + "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_a/c4/artifacts/v2q_c4_ecf22c3a30ede781/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ecf22c3a30ede781/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..55e8a42a53cc9241a3e9dae96ddfaa485298aac5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ecf22c3a30ede781/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,543 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +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": "c4", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=skrxp, condition_col=skrxp.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "skrxp", + "condition_col": "skrxp", + "condition_value": "t", + "positive_value": "f", + "negative_value": "t", + "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": 0.0, + "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_a/c4/artifacts/v2q_c4_ecf22c3a30ede781/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ecf22c3a30ede781/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..35d3aea115ce1c76724c0738cbc6b1d60895d8e4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ecf22c3a30ede781/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,7 @@ +{"type":"thread.started","thread_id":"019e40de-d5b0-7fa1-9d6d-433327529dcc"} +{"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 1984713, Requested 17693. Please try again in 72ms. 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 17693. Please try again in 530ms. 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 17693. Please try again in 530ms. 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_condition_rate\\nSELECT \\\"skrxp\\\",\\n AVG(CASE WHEN \\\"skrxp\\\" = 't' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"skrxp\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Applied the Grouped Condition Rate template with both group_col and condition_col bound to \\\"skrxp\\\", using condition_value 't'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17058,"cached_input_tokens":15744,"output_tokens":241,"reasoning_output_tokens":132}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ecf22c3a30ede781/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ecf22c3a30ede781/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..41eae1b09d5c0fa6cf8c3127351408386d297699 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ecf22c3a30ede781/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"skrxp\",\n AVG(CASE WHEN \"skrxp\" = 't' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"c4\"\nGROUP BY \"skrxp\"\nORDER BY \"condition_rate\" DESC;","notes":"Applied the Grouped Condition Rate template with both group_col and condition_col bound to \"skrxp\", using condition_value 't'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ecf22c3a30ede781/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ecf22c3a30ede781/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ee688ed470eab9bb/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ee688ed470eab9bb/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d0a0342333903eb4e3f7f3f76c63876c6ed262de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ee688ed470eab9bb/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15411, "bytes_utf8": 15411, "lines": 542, "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": 306, "bytes_utf8": 306, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17040, "cached_input_tokens": 15744, "output_tokens": 296, "reasoning_output_tokens": 200}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ee688ed470eab9bb/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ee688ed470eab9bb/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5ebdf27e8620fa93fbd26a9f22fea115e54c34fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ee688ed470eab9bb/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": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_ee688ed470eab9bb", + "api_calls": 0, + "input_tokens": 17040, + "cached_input_tokens": 15744, + "output_tokens": 296, + "total_tokens": 17336, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8327.99, + "sql_execution_elapsed_ms_total": 1.14, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ee688ed470eab9bb/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ee688ed470eab9bb/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ee688ed470eab9bb/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..87e80e8f7ad3c0964927e8ceac59b2e1f1052743 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ee688ed470eab9bb/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:53:51.514598+00:00", + "ended_at": "2026-05-19T15:53:59.842612+00:00", + "elapsed_ms": 8327.99, + "prompt_metrics": { + "chars": 15411, + "bytes_utf8": 15411, + "lines": 542, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 662, + "bytes_utf8": 662, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 306, + "bytes_utf8": 306, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17040, + "cached_input_tokens": 15744, + "output_tokens": 296, + "reasoning_output_tokens": 200 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ee688ed470eab9bb/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ee688ed470eab9bb/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bfb0003ab8788c62c76577d53ea187f5f9370b65 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ee688ed470eab9bb/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,542 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c4", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=bkblk.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "bkblk", + "predicate_col": "bkspr", + "predicate_op": "=", + "predicate_value": "t", + "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": 0.0, + "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}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ee688ed470eab9bb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ee688ed470eab9bb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d79bed9e3c01410d5852c1689249fd6171b534b1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ee688ed470eab9bb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f1-89b2-75f3-9fb4-b3ba1161aa74"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"bkblk\\\", COUNT(*) AS support\\nFROM \\\"c4\\\"\\nWHERE \\\"bkspr\\\" = 't'\\nGROUP BY \\\"bkblk\\\"\\nORDER BY support DESC\\nLIMIT 16;\",\"notes\":\"Uses the filtered top-k group count template with group_col=\\\"bkblk\\\" and predicate \\\"bkspr\\\" = 't'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17040,"cached_input_tokens":15744,"output_tokens":296,"reasoning_output_tokens":200}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ee688ed470eab9bb/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ee688ed470eab9bb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..99aa3bc9e13d12fb0a3e5866bd6434ccd80f9f5d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ee688ed470eab9bb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"bkblk\", COUNT(*) AS support\nFROM \"c4\"\nWHERE \"bkspr\" = 't'\nGROUP BY \"bkblk\"\nORDER BY support DESC\nLIMIT 16;","notes":"Uses the filtered top-k group count template with group_col=\"bkblk\" and predicate \"bkspr\" = 't'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ee688ed470eab9bb/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ee688ed470eab9bb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f1d1eab388500c61/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f1d1eab388500c61/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8814feaefab9330fd60aee478d711598729f873c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f1d1eab388500c61/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15523, "bytes_utf8": 15523, "lines": 543, "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": 521, "bytes_utf8": 521, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17092, "cached_input_tokens": 15744, "output_tokens": 469, "reasoning_output_tokens": 315}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f1d1eab388500c61/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f1d1eab388500c61/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..996f7804ab419d619032d78d5782c2328fd4d33b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f1d1eab388500c61/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": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_f1d1eab388500c61", + "api_calls": 0, + "input_tokens": 17092, + "cached_input_tokens": 15744, + "output_tokens": 469, + "total_tokens": 17561, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10683.43, + "sql_execution_elapsed_ms_total": 2.7, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f1d1eab388500c61/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f1d1eab388500c61/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f1d1eab388500c61/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ddfa92cfb608a4e7624a876c4de09b0a268d9e92 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f1d1eab388500c61/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": "2026-05-19T15:52:24.578679+00:00", + "ended_at": "2026-05-19T15:52:35.262141+00:00", + "elapsed_ms": 10683.43, + "prompt_metrics": { + "chars": 15523, + "bytes_utf8": 15523, + "lines": 543, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 892, + "bytes_utf8": 892, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 521, + "bytes_utf8": 521, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17092, + "cached_input_tokens": 15744, + "output_tokens": 469, + "reasoning_output_tokens": 315 + } + }, + "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_a/c4/artifacts/v2q_c4_f1d1eab388500c61/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f1d1eab388500c61/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d86ceab2896274283edde95023e8b2a79c6ecf16 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f1d1eab388500c61/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,543 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c4", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=bkon8, group_col_2=class, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "bkon8", + "group_col_2": "class", + "target_col": "class", + "target_value": "won", + "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": 0.0, + "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}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f1d1eab388500c61/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f1d1eab388500c61/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bf9e34defe0b5ff7adbf1bd2f3852661418d1b51 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f1d1eab388500c61/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f0-361d-7c71-a489-705831f01dd4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate.\\nSELECT \\\"bkon8\\\", \\\"class\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'won' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bkon8\\\", \\\"class\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Uses the required Two-Axis Target Rate Surface template with group_col=\\\"bkon8\\\", group_col_2=\\\"class\\\", and target_col=\\\"class\\\". Because \\\"class\\\" is both a grouping column and the target, target_rate will be 1.0 for rows grouped under class='won' and 0.0 for other class values.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17092,"cached_input_tokens":15744,"output_tokens":469,"reasoning_output_tokens":315}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f1d1eab388500c61/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f1d1eab388500c61/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1f8f548a4143493b50f7ec43e9baf8e27203a718 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f1d1eab388500c61/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate.\nSELECT \"bkon8\", \"class\",\n AVG(CASE WHEN \"class\" = 'won' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c4\"\nGROUP BY \"bkon8\", \"class\"\nORDER BY target_rate DESC;","notes":"Uses the required Two-Axis Target Rate Surface template with group_col=\"bkon8\", group_col_2=\"class\", and target_col=\"class\". Because \"class\" is both a grouping column and the target, target_rate will be 1.0 for rows grouped under class='won' and 0.0 for other class values."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f1d1eab388500c61/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f1d1eab388500c61/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f321ae690ffb39b3/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f321ae690ffb39b3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4b0b2d9b0c451b76e4471e1b127b1c984a85868f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f321ae690ffb39b3/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=bkon8, group_col_2=wtoeg, target_col=class. +Result preview: [{"bkon8": "t", "wtoeg": "n", "target_rate": 0.7906976744186046}, {"bkon8": "t", "wtoeg": "t", "target_rate": 0.5}, {"bkon8": "f", "wtoeg": "t", "target_rate": 0.4768211920529801}, {"bkon8": "f", "wtoeg": "n", "target_rate": 0.46617837139164153}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f321ae690ffb39b3/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f321ae690ffb39b3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..afd3b291c256020ea702dc5544ff7927ef95047e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f321ae690ffb39b3/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: c4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c4_f321ae690ffb39b3 +-- problem_id: v2p_c4_9674d3ee03760c67 +-- realization_mode: agent +-- source_kind: agent +SELECT "bkon8", "wtoeg", + AVG(CASE WHEN "class" = 'nowin' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c4" +GROUP BY "bkon8", "wtoeg" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f321ae690ffb39b3/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f321ae690ffb39b3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c66438a5ac2d8d851dc75677d5544a029f224e2f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f321ae690ffb39b3/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_two_dim_target_rate\nSELECT \"bkon8\", \"wtoeg\",\n AVG(CASE WHEN \"class\" = 'nowin' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c4\"\nGROUP BY \"bkon8\", \"wtoeg\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bkon8\\\", \\\"wtoeg\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'nowin' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bkon8\\\", \\\"wtoeg\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"bkon8\", \"wtoeg\", \"target_rate\"], \"rows\": [{\"bkon8\": \"t\", \"wtoeg\": \"n\", \"target_rate\": 0.7906976744186046}, {\"bkon8\": \"t\", \"wtoeg\": \"t\", \"target_rate\": 0.5}, {\"bkon8\": \"f\", \"wtoeg\": \"t\", \"target_rate\": 0.4768211920529801}, {\"bkon8\": \"f\", \"wtoeg\": \"n\", \"target_rate\": 0.46617837139164153}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.13}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f321ae690ffb39b3/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f321ae690ffb39b3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ad7aac0f0ab6055574b7c6781ef7e46757cb3257 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f321ae690ffb39b3/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "c4", + "started_at": "2026-05-19T15:51:42.180797+00:00", + "ended_at": "2026-05-19T15:51:56.578154+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c4_f321ae690ffb39b3", + "problem_id": "v2p_c4_9674d3ee03760c67", + "dataset_id": "c4", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "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 Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=bkon8, group_col_2=wtoeg, target_col=class.", + "bindings": { + "group_col": "bkon8", + "group_col_2": "wtoeg", + "target_col": "class", + "target_value": "nowin", + "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": 0.0, + "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", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_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", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/sql/v2q_c4_f321ae690ffb39b3.sql", + "usage_summary": { + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_f321ae690ffb39b3", + "api_calls": 0, + "input_tokens": 17096, + "cached_input_tokens": 15744, + "output_tokens": 651, + "total_tokens": 17747, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14389.66, + "sql_execution_elapsed_ms_total": 3.13, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f321ae690ffb39b3/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f321ae690ffb39b3/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f321ae690ffb39b3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3a8492f506aef1d85ebf5ce5d23275ff2613d1ad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f321ae690ffb39b3/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:51:56.573157+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": 14389.66, "started_at": "2026-05-19T15:51:42.182645+00:00", "ended_at": "2026-05-19T15:51:56.572345+00:00", "prompt_metrics": {"chars": 15514, "bytes_utf8": 15514, "lines": 543, "estimated_tokens": null}, "response_metrics": {"chars": 410, "bytes_utf8": 410, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17096, "cached_input_tokens": 15744, "output_tokens": 651, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bkon8\\\", \\\"wtoeg\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'nowin' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bkon8\\\", \\\"wtoeg\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Uses the requested Two-Axis Target Rate Surface template on \\\"c4\\\", grouping by \\\"bkon8\\\" and \\\"wtoeg\\\" and computing the rate of rows where \\\"class\\\" = 'nowin'.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f321ae690ffb39b3/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f321ae690ffb39b3/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0fd02b2643d79c4d55de1309c03870559c9b51c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f321ae690ffb39b3/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_f321ae690ffb39b3", + "api_calls": 0, + "input_tokens": 17096, + "cached_input_tokens": 15744, + "output_tokens": 651, + "total_tokens": 17747, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14389.66, + "sql_execution_elapsed_ms_total": 3.13, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f321ae690ffb39b3/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f640558fc897afc5/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f640558fc897afc5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..24a8da143fe08a930ccc61cf1e40f6395346d99d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f640558fc897afc5/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=bkon8, group_col_2=stlmt, target_col=class. +Result preview: [{"bkon8": "f", "stlmt": "f", "target_rate": 0.5390960079181788}, {"bkon8": "t", "stlmt": "f", "target_rate": 0.2966101694915254}, {"bkon8": "f", "stlmt": "t", "target_rate": 0.0}, {"bkon8": "t", "stlmt": "t", "target_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f640558fc897afc5/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f640558fc897afc5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6066c0566a786280b7f9ac38a766bf3194e524c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f640558fc897afc5/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: c4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c4_f640558fc897afc5 +-- problem_id: v2p_c4_f17033db32bb29e0 +-- realization_mode: agent +-- source_kind: agent +SELECT "bkon8", "stlmt", + AVG(CASE WHEN "class" = 'won' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c4" +GROUP BY "bkon8", "stlmt" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f640558fc897afc5/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f640558fc897afc5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..24c5b73a71f91c07a327dec623d0bde2cdf4c96a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f640558fc897afc5/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_two_dim_target_rate\nSELECT \"bkon8\", \"stlmt\",\n AVG(CASE WHEN \"class\" = 'won' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c4\"\nGROUP BY \"bkon8\", \"stlmt\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bkon8\\\", \\\"stlmt\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'won' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bkon8\\\", \\\"stlmt\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"bkon8\", \"stlmt\", \"target_rate\"], \"rows\": [{\"bkon8\": \"f\", \"stlmt\": \"f\", \"target_rate\": 0.5390960079181788}, {\"bkon8\": \"t\", \"stlmt\": \"f\", \"target_rate\": 0.2966101694915254}, {\"bkon8\": \"f\", \"stlmt\": \"t\", \"target_rate\": 0.0}, {\"bkon8\": \"t\", \"stlmt\": \"t\", \"target_rate\": 0.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.87}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f640558fc897afc5/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f640558fc897afc5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5fed91e7ee9bc953f88bd3e52824930757c1817b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f640558fc897afc5/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "c4", + "started_at": "2026-05-19T15:49:03.117258+00:00", + "ended_at": "2026-05-19T15:49:14.915192+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c4_f640558fc897afc5", + "problem_id": "v2p_c4_f17033db32bb29e0", + "dataset_id": "c4", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "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 Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=bkon8, group_col_2=stlmt, target_col=class.", + "bindings": { + "group_col": "bkon8", + "group_col_2": "stlmt", + "target_col": "class", + "target_value": "won", + "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": 0.0, + "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", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_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_a/c4/sql/v2q_c4_f640558fc897afc5.sql", + "usage_summary": { + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_f640558fc897afc5", + "api_calls": 0, + "input_tokens": 17096, + "cached_input_tokens": 15744, + "output_tokens": 337, + "total_tokens": 17433, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11792.04, + "sql_execution_elapsed_ms_total": 1.87, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f640558fc897afc5/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f640558fc897afc5/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f640558fc897afc5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..aa0e9466859e6c8a62396199683a8d97ea141bdb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f640558fc897afc5/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:49:14.911742+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": 11792.04, "started_at": "2026-05-19T15:49:03.118922+00:00", "ended_at": "2026-05-19T15:49:14.911024+00:00", "prompt_metrics": {"chars": 15523, "bytes_utf8": 15523, "lines": 543, "estimated_tokens": null}, "response_metrics": {"chars": 400, "bytes_utf8": 400, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17096, "cached_input_tokens": 15744, "output_tokens": 337, "reasoning_output_tokens": 208}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bkon8\\\", \\\"stlmt\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'won' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bkon8\\\", \\\"stlmt\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with group_col=\\\"bkon8\\\", group_col_2=\\\"stlmt\\\", and target_col=\\\"class\\\", targeting class='won'.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f640558fc897afc5/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f640558fc897afc5/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7d1311427bb115ac252ca9ecf48c7c63e1dea8ce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f640558fc897afc5/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_f640558fc897afc5", + "api_calls": 0, + "input_tokens": 17096, + "cached_input_tokens": 15744, + "output_tokens": 337, + "total_tokens": 17433, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11792.04, + "sql_execution_elapsed_ms_total": 1.87, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f640558fc897afc5/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f68b1c30ed1e16cd/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f68b1c30ed1e16cd/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..35b7772bc8e38017ca1b7967363e71493195e786 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f68b1c30ed1e16cd/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15551, "bytes_utf8": 15551, "lines": 544, "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": 15551, "bytes_utf8": 15551, "lines": 544, "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": 413, "bytes_utf8": 413, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17073, "cached_input_tokens": 15744, "output_tokens": 366, "reasoning_output_tokens": 248}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f68b1c30ed1e16cd/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f68b1c30ed1e16cd/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..67b959ee26d722b6352d949ca22e17bcce825ccf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f68b1c30ed1e16cd/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": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_f68b1c30ed1e16cd", + "api_calls": 0, + "input_tokens": 17073, + "cached_input_tokens": 15744, + "output_tokens": 366, + "total_tokens": 17439, + "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": 14160.67, + "sql_execution_elapsed_ms_total": 0.99, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f68b1c30ed1e16cd/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f68b1c30ed1e16cd/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f68b1c30ed1e16cd/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0daf9de629e62d489af1681411dc383faa0ff17b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f68b1c30ed1e16cd/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:58:00.719227+00:00", + "ended_at": "2026-05-19T15:58:03.685331+00:00", + "elapsed_ms": 2966.07, + "returncode": 1, + "prompt_metrics": { + "chars": 15551, + "bytes_utf8": 15551, + "lines": 544, + "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_a/c4/artifacts/v2q_c4_f68b1c30ed1e16cd/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f68b1c30ed1e16cd/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fca9e85efe017f702561914527e380a4cc143258 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f68b1c30ed1e16cd/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:58:04.688011+00:00", + "ended_at": "2026-05-19T15:58:15.882662+00:00", + "elapsed_ms": 11194.6, + "prompt_metrics": { + "chars": 15551, + "bytes_utf8": 15551, + "lines": 544, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 781, + "bytes_utf8": 781, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 413, + "bytes_utf8": 413, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17073, + "cached_input_tokens": 15744, + "output_tokens": 366, + "reasoning_output_tokens": 248 + } + }, + "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_a/c4/artifacts/v2q_c4_f68b1c30ed1e16cd/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f68b1c30ed1e16cd/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..31b6196f37f8aaf9eac8d41dd3f98cd85cb022e9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f68b1c30ed1e16cd/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,544 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c4", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=spcop.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "spcop", + "predicate_col": "spcop", + "predicate_op": "=", + "predicate_value": "f", + "entity_col": "spcop", + "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": 0.0, + "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}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f68b1c30ed1e16cd/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f68b1c30ed1e16cd/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..31b6196f37f8aaf9eac8d41dd3f98cd85cb022e9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f68b1c30ed1e16cd/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,544 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c4", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=spcop.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "spcop", + "predicate_col": "spcop", + "predicate_op": "=", + "predicate_value": "f", + "entity_col": "spcop", + "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": 0.0, + "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}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f68b1c30ed1e16cd/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f68b1c30ed1e16cd/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9e7610016462491ecfffb2762f74d090c8a04001 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f68b1c30ed1e16cd/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-5734-75d2-8792-5464ef721a19"} +{"type":"turn.started"} +{"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_a/c4/artifacts/v2q_c4_f68b1c30ed1e16cd/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f68b1c30ed1e16cd/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0081ad8751a89f16e37accbc57b7c30b59eeb57b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f68b1c30ed1e16cd/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-5734-75d2-8792-5464ef721a19"} +{"type":"turn.started"} +{"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_a/c4/artifacts/v2q_c4_f68b1c30ed1e16cd/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f68b1c30ed1e16cd/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d0b84d9f51394704fc5c43e46b397890942faecb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f68b1c30ed1e16cd/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-66a8-7dc3-8631-890b5830c51e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"spcop\\\", COUNT(DISTINCT \\\"spcop\\\") AS distinct_entities\\nFROM \\\"c4\\\"\\nWHERE \\\"spcop\\\" = 'f'\\nGROUP BY \\\"spcop\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 13;\",\"notes\":\"Used the provided template and fixed bindings exactly: group_col=\\\"spcop\\\", entity_col=\\\"spcop\\\", predicate_col=\\\"spcop\\\", predicate_op=\\\"=\\\", predicate_value='f', top_k=13.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17073,"cached_input_tokens":15744,"output_tokens":366,"reasoning_output_tokens":248}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f68b1c30ed1e16cd/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f68b1c30ed1e16cd/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..db4f85ba93607be74b8a80547538a69fcf324f51 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f68b1c30ed1e16cd/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"spcop\", COUNT(DISTINCT \"spcop\") AS distinct_entities\nFROM \"c4\"\nWHERE \"spcop\" = 'f'\nGROUP BY \"spcop\"\nORDER BY distinct_entities DESC\nLIMIT 13;","notes":"Used the provided template and fixed bindings exactly: group_col=\"spcop\", entity_col=\"spcop\", predicate_col=\"spcop\", predicate_op=\"=\", predicate_value='f', top_k=13."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f68b1c30ed1e16cd/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f68b1c30ed1e16cd/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f68b1c30ed1e16cd/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f68b1c30ed1e16cd/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f70d135501f48b44/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f70d135501f48b44/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7c96105e9aafd737e24709307e68058d17e5fe49 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f70d135501f48b44/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15220, "bytes_utf8": 15220, "lines": 538, "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": 302, "bytes_utf8": 302, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17002, "cached_input_tokens": 12032, "output_tokens": 423, "reasoning_output_tokens": 327}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f70d135501f48b44/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f70d135501f48b44/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..20770537add9fba44b1bc0f50d1e7b4b5e9e3da8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f70d135501f48b44/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": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_f70d135501f48b44", + "api_calls": 0, + "input_tokens": 17002, + "cached_input_tokens": 12032, + "output_tokens": 423, + "total_tokens": 17425, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15001.44, + "sql_execution_elapsed_ms_total": 1.67, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f70d135501f48b44/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f70d135501f48b44/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f70d135501f48b44/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d801ef838eb8aeecd9075156477e64f84099a939 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f70d135501f48b44/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": "2026-05-19T15:41:49.102962+00:00", + "ended_at": "2026-05-19T15:42:04.104431+00:00", + "elapsed_ms": 15001.44, + "prompt_metrics": { + "chars": 15220, + "bytes_utf8": 15220, + "lines": 538, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 996, + "bytes_utf8": 996, + "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": 302, + "bytes_utf8": 302, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17002, + "cached_input_tokens": 12032, + "output_tokens": 423, + "reasoning_output_tokens": 327 + } + }, + "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_a/c4/artifacts/v2q_c4_f70d135501f48b44/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f70d135501f48b44/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a06291b0edb2a245f1084903afd8bd4fb802e9ec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f70d135501f48b44/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,538 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +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": "c4", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=thrsk.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "thrsk", + "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": 0.0, + "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_a/c4/artifacts/v2q_c4_f70d135501f48b44/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f70d135501f48b44/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5672c480a2cf15d272848d7b6461420029647027 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f70d135501f48b44/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40e6-83c3-7672-8f2a-f5aadd5c23f9"} +{"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 1992342, Requested 17637. Please try again in 299ms. 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_tail_low_support_group_count_v2\\nSELECT\\n \\\"thrsk\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"thrsk\\\"\\nORDER BY \\\"support\\\" ASC, \\\"thrsk\\\"\\nLIMIT 16;\",\"notes\":\"Uses the Low-Support Group Count template with group_col bound to \\\"thrsk\\\" and top_k set to 16.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17002,"cached_input_tokens":12032,"output_tokens":423,"reasoning_output_tokens":327}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f70d135501f48b44/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f70d135501f48b44/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b15e74af73f5193c51b9fc891e55fb218a17f05f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f70d135501f48b44/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"thrsk\",\n COUNT(*) AS \"support\"\nFROM \"c4\"\nGROUP BY \"thrsk\"\nORDER BY \"support\" ASC, \"thrsk\"\nLIMIT 16;","notes":"Uses the Low-Support Group Count template with group_col bound to \"thrsk\" and top_k set to 16."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f70d135501f48b44/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f70d135501f48b44/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f7a51bf75cb4e155/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f7a51bf75cb4e155/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..dde29ef3bbc0b60d0561e535c2fb0f24abe39963 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f7a51bf75cb4e155/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "c4", + "started_at": "2026-05-19T15:53:59.847022+00:00", + "ended_at": "2026-05-19T15:54:06.958507+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c4_f7a51bf75cb4e155", + "problem_id": "v2p_c4_226a05d0b23bbc78", + "dataset_id": "c4", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "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 Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=bknwy.", + "bindings": { + "group_col": "bknwy", + "predicate_col": "bknwy", + "predicate_op": "=", + "predicate_value": "f", + "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": 0.0, + "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", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=112" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "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_a/c4/artifacts/v2q_c4_f7a51bf75cb4e155/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f7a51bf75cb4e155/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ea42ef17f6d1dcc501bb1ac7d71bb6f3e2a838bd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f7a51bf75cb4e155/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:54:03.089777+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": 3240.24, "started_at": "2026-05-19T15:53:59.848810+00:00", "ended_at": "2026-05-19T15:54:03.089081+00:00", "prompt_metrics": {"chars": 15409, "bytes_utf8": 15409, "lines": 542, "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-aa47-7ef0-ac88-7da6ec2fefcf\"}\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": "2026-05-19T15:54:06.958418+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": 2865.34, "started_at": "2026-05-19T15:54:04.091912+00:00", "ended_at": "2026-05-19T15:54:06.957296+00:00", "prompt_metrics": {"chars": 15409, "bytes_utf8": 15409, "lines": 542, "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-bb29-78b0-b6f8-295b449f0948\"}\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_a/c4/artifacts/v2q_c4_f7eb05d9ab035279/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f7eb05d9ab035279/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..43a861cadc9b72928d6752a3b7544a83173f0bb9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f7eb05d9ab035279/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=reskd, target_col=class. +Result preview: [{"reskd": "t", "support": 26, "focus_rate": 0.6923076923076923}, {"reskd": "f", "support": 3170, "focus_rate": 0.520820189274448}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f7eb05d9ab035279/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f7eb05d9ab035279/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9e29ea095bfdf845e0f5d921ee6dacdec14aca3d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f7eb05d9ab035279/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: c4 +-- 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_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c4_f7eb05d9ab035279 +-- problem_id: v2p_c4_42168b37016efa91 +-- realization_mode: agent +-- source_kind: agent +SELECT + "reskd", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'won' THEN 1 ELSE 0 END) AS focus_rate +FROM "c4" +GROUP BY "reskd" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 17; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f7eb05d9ab035279/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f7eb05d9ab035279/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..549d1094c8053b5bdfbe54e4883a0a2f3e678782 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f7eb05d9ab035279/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_tail_target_rate_extremes_v2\nSELECT\n \"reskd\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'won' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c4\"\nGROUP BY \"reskd\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"reskd\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'won' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c4\\\"\\nGROUP BY \\\"reskd\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 17;\", \"columns\": [\"reskd\", \"support\", \"focus_rate\"], \"rows\": [{\"reskd\": \"t\", \"support\": 26, \"focus_rate\": 0.6923076923076923}, {\"reskd\": \"f\", \"support\": 3170, \"focus_rate\": 0.520820189274448}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.08}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f7eb05d9ab035279/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f7eb05d9ab035279/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b57fa609dccba3cb38d7cf4512b14713e43aee56 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f7eb05d9ab035279/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "c4", + "started_at": "2026-05-19T15:48:10.652420+00:00", + "ended_at": "2026-05-19T15:48:17.663027+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c4_f7eb05d9ab035279", + "problem_id": "v2p_c4_42168b37016efa91", + "dataset_id": "c4", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "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 Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=reskd, target_col=class.", + "bindings": { + "group_col": "reskd", + "target_col": "class", + "target_value": "won", + "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": 0.0, + "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", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "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_a/c4/sql/v2q_c4_f7eb05d9ab035279.sql", + "usage_summary": { + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_f7eb05d9ab035279", + "api_calls": 0, + "input_tokens": 17105, + "cached_input_tokens": 15744, + "output_tokens": 226, + "total_tokens": 17331, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7002.43, + "sql_execution_elapsed_ms_total": 3.08, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f7eb05d9ab035279/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f7eb05d9ab035279/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f7eb05d9ab035279/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..106dc15adfae798a60d91e9aca65658bee5da067 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f7eb05d9ab035279/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:48:17.657651+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": 7002.43, "started_at": "2026-05-19T15:48:10.653716+00:00", "ended_at": "2026-05-19T15:48:17.656187+00:00", "prompt_metrics": {"chars": 15562, "bytes_utf8": 15562, "lines": 541, "estimated_tokens": null}, "response_metrics": {"chars": 443, "bytes_utf8": 443, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17105, "cached_input_tokens": 15744, "output_tokens": 226, "reasoning_output_tokens": 88}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"reskd\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'won' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c4\\\"\\nGROUP BY \\\"reskd\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 17;\",\"notes\":\"Uses the provided Tail Target-Rate Extremes template with group_col=\\\"reskd\\\", target_col=\\\"class\\\", target_value='won', min_support=4, and top_k=17.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f7eb05d9ab035279/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f7eb05d9ab035279/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ab738a47006309aeeb45dfa1a45c736af7ce9c2e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f7eb05d9ab035279/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_f7eb05d9ab035279", + "api_calls": 0, + "input_tokens": 17105, + "cached_input_tokens": 15744, + "output_tokens": 226, + "total_tokens": 17331, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7002.43, + "sql_execution_elapsed_ms_total": 3.08, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f7eb05d9ab035279/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f95c00c6264958e6/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f95c00c6264958e6/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d9767def72058a95b52757ae96161d818066b500 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f95c00c6264958e6/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15341, "bytes_utf8": 15341, "lines": 540, "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": 472, "bytes_utf8": 472, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17020, "cached_input_tokens": 12032, "output_tokens": 606, "reasoning_output_tokens": 475}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f95c00c6264958e6/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f95c00c6264958e6/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..56467c9eacb5bbd0b99124a89d7661954e79e0a1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f95c00c6264958e6/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": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_f95c00c6264958e6", + "api_calls": 0, + "input_tokens": 17020, + "cached_input_tokens": 12032, + "output_tokens": 606, + "total_tokens": 17626, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14195.97, + "sql_execution_elapsed_ms_total": 2.75, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f95c00c6264958e6/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f95c00c6264958e6/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f95c00c6264958e6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cdbc2958729383e6835bdb49445751ebad0053f5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f95c00c6264958e6/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": "2026-05-19T15:28:43.907751+00:00", + "ended_at": "2026-05-19T15:28:58.103759+00:00", + "elapsed_ms": 14195.97, + "prompt_metrics": { + "chars": 15341, + "bytes_utf8": 15341, + "lines": 540, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 835, + "bytes_utf8": 835, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 472, + "bytes_utf8": 472, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17020, + "cached_input_tokens": 12032, + "output_tokens": 606, + "reasoning_output_tokens": 475 + } + }, + "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_a/c4/artifacts/v2q_c4_f95c00c6264958e6/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f95c00c6264958e6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e89c6825b7e28459e8eb889f686df8dea7a7bf27 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f95c00c6264958e6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,540 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c4 +- dataset_name: Chess King Rook Vs King Pawn +- table_name: c4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 3196 +- important_fields: +- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk. +- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy. +- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8. +- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona. +- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr. +- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq. +- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr. +- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp. +- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp. +- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq. +- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt. +- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp. +- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd. +- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk. +- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri. +- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch. +- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq. +- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8. +- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd. +- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr. +- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx. +- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp. +- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq. +- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl. +- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach. +- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr. +- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp. +- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop. +- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt. +- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk. +- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti. +- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8. +- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck. +- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl. +- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos. +- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg. +- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn + +SQLite schema snapshot: +{ + "table_name": "c4", + "quoted_table_name": "\"c4\"", + "row_count": 3196, + "columns": [ + { + "name": "bkblk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bknwy", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkon8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkona", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkspr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxbq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxcr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "blxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bxqsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cntxt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dsopp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "dwipd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "hdchk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "katri", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mulch", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "qxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "r2ar8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskd", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "reskr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rimmx", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rkxwp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rxmsq", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "simpl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skach", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skewr", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "skrxp", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "spcop", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "stlmt", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "thrsk", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkcti", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkna8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wknck", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkovl", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wkpos", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtoeg", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "t", + "bkxbq": "f", + "bkxcr": "t", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "t", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "t", + "rxmsq": "f", + "simpl": "f", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + }, + { + "bkblk": "f", + "bknwy": "f", + "bkon8": "f", + "bkona": "f", + "bkspr": "f", + "bkxbq": "f", + "bkxcr": "f", + "bkxwp": "f", + "blxwp": "f", + "bxqsq": "f", + "cntxt": "f", + "dsopp": "f", + "dwipd": "l", + "hdchk": "f", + "katri": "n", + "mulch": "f", + "qxmsq": "f", + "r2ar8": "t", + "reskd": "f", + "reskr": "f", + "rimmx": "f", + "rkxwp": "f", + "rxmsq": "f", + "simpl": "t", + "skach": "f", + "skewr": "t", + "skrxp": "f", + "spcop": "f", + "stlmt": "f", + "thrsk": "f", + "wkcti": "f", + "wkna8": "f", + "wknck": "f", + "wkovl": "t", + "wkpos": "t", + "wtoeg": "n", + "class": "won" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c4", + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=bkon8.", + "planned_template_id": "tpl_clickbench_group_distinct_topk", + "bindings": { + "group_col": "bkon8", + "entity_col": "bkon8", + "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": 0.0, + "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}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f95c00c6264958e6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f95c00c6264958e6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b76b2d00c01a84d4f2b2159fcb463ea90234ef87 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f95c00c6264958e6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40da-88a5-7aa1-b6c9-3ae8ae6afbcc"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"bkon8\\\", COUNT(DISTINCT \\\"bkon8\\\") AS \\\"distinct_entities\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bkon8\\\"\\nORDER BY \\\"distinct_entities\\\" DESC\\nLIMIT 12;\",\"notes\":\"Used the required template with bound roles as provided. Because both group_col and entity_col are \\\"bkon8\\\", the distinct count is degenerate: each non-NULL \\\"bkon8\\\" group will typically have distinct_entities = 1, while a NULL group would yield 0.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17020,"cached_input_tokens":12032,"output_tokens":606,"reasoning_output_tokens":475}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f95c00c6264958e6/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f95c00c6264958e6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d9586914b20198e5a8a2a7d1389cfb9012c10ea6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f95c00c6264958e6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"bkon8\", COUNT(DISTINCT \"bkon8\") AS \"distinct_entities\"\nFROM \"c4\"\nGROUP BY \"bkon8\"\nORDER BY \"distinct_entities\" DESC\nLIMIT 12;","notes":"Used the required template with bound roles as provided. Because both group_col and entity_col are \"bkon8\", the distinct count is degenerate: each non-NULL \"bkon8\" group will typically have distinct_entities = 1, while a NULL group would yield 0."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f95c00c6264958e6/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f95c00c6264958e6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_fbf3e394a8926552/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_fbf3e394a8926552/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..75586fd2648792831c0a0255719c9c3b66d73dac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_fbf3e394a8926552/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "f", "support": 3185, "support_share": 0.996558197747184, "cumulative_support": 3185}, {"value_label": "t", "support": 11, "support_share": 0.00344180225281602, "cumulative_support": 3196}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_fbf3e394a8926552/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_fbf3e394a8926552/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..cba792cc97295310fb83212567f6b59c65ec3eae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_fbf3e394a8926552/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: c4 +-- 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_c4_fbf3e394a8926552 +-- problem_id: v2p_c4_c9da41a3fa357213 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "skach" AS value_label, COUNT(*) AS support + FROM "c4" + GROUP BY "skach" +), 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_a/c4/artifacts/v2q_c4_fbf3e394a8926552/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_fbf3e394a8926552/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0c993b6b03ee6a792afc4968b5d319a754d10c34 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_fbf3e394a8926552/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_a\n-- sql_source_dataset_id: c4\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_c4_fbf3e394a8926552\n-- problem_id: v2p_c4_c9da41a3fa357213\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"skach\" AS value_label, COUNT(*) AS support\n FROM \"c4\"\n GROUP BY \"skach\"\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_a\\n-- sql_source_dataset_id: c4\\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_c4_fbf3e394a8926552\\n-- problem_id: v2p_c4_c9da41a3fa357213\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"skach\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c4\\\"\\n GROUP BY \\\"skach\\\"\\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\": \"f\", \"support\": 3185, \"support_share\": 0.996558197747184, \"cumulative_support\": 3185}, {\"value_label\": \"t\", \"support\": 11, \"support_share\": 0.00344180225281602, \"cumulative_support\": 3196}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.06}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_fbf3e394a8926552/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_fbf3e394a8926552/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..364ba67cbeae5a08252aec65942ea247f4047cc8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_fbf3e394a8926552/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "c4", + "started_at": "2026-05-19T15:58:50.482093+00:00", + "ended_at": "2026-05-19T15:58:50.483776+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c4_fbf3e394a8926552", + "problem_id": "v2p_c4_c9da41a3fa357213", + "dataset_id": "c4", + "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=skach.", + "bindings": { + "group_col": "skach" + }, + "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_a/c4/sql/v2q_c4_fbf3e394a8926552.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_a/c4/artifacts/v2q_c4_fbf3e394a8926552/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_fbf3e394a8926552/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_fbf3e394a8926552/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_a/c4/artifacts/v2q_c4_fef6222384ae7667/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_fef6222384ae7667/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b3432c4fdcf3c36e3af1b8b8d823667c5d3f2f38 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_fef6222384ae7667/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=bkxbq. +Result preview: [{"bkxbq": "f", "support": 1722}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_fef6222384ae7667/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_fef6222384ae7667/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8d82c9422d92c14adf73ee6a3ff307fa9636830b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_fef6222384ae7667/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: c4 +-- 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_filtered_topk_group_count +-- query_record_id: v2q_c4_fef6222384ae7667 +-- problem_id: v2p_c4_dbba84c6e831626e +-- realization_mode: agent +-- source_kind: agent +SELECT "bkxbq", COUNT(*) AS support +FROM "c4" +WHERE "bkxbq" = 'f' +GROUP BY "bkxbq" +ORDER BY support DESC +LIMIT 11; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_fef6222384ae7667/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_fef6222384ae7667/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d2f7919c0eb39322af11f99011403e0e4f53bc3b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_fef6222384ae7667/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_filtered_topk_group_count\nSELECT \"bkxbq\", COUNT(*) AS support\nFROM \"c4\"\nWHERE \"bkxbq\" = 'f'\nGROUP BY \"bkxbq\"\nORDER BY support DESC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"bkxbq\\\", COUNT(*) AS support\\nFROM \\\"c4\\\"\\nWHERE \\\"bkxbq\\\" = 'f'\\nGROUP BY \\\"bkxbq\\\"\\nORDER BY support DESC\\nLIMIT 11;\", \"columns\": [\"bkxbq\", \"support\"], \"rows\": [{\"bkxbq\": \"f\", \"support\": 1722}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.46}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_fef6222384ae7667/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_fef6222384ae7667/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2fab9de25985bf33847c717048557ea0a8182240 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_fef6222384ae7667/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "c4", + "started_at": "2026-05-19T15:55:06.647268+00:00", + "ended_at": "2026-05-19T15:55:14.857824+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c4_fef6222384ae7667", + "problem_id": "v2p_c4_dbba84c6e831626e", + "dataset_id": "c4", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "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 Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=bkxbq.", + "bindings": { + "group_col": "bkxbq", + "predicate_col": "bkxbq", + "predicate_op": "=", + "predicate_value": "f", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "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", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=rule", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=116" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "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_a/c4/sql/v2q_c4_fef6222384ae7667.sql", + "usage_summary": { + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_fef6222384ae7667", + "api_calls": 0, + "input_tokens": 17042, + "cached_input_tokens": 15744, + "output_tokens": 261, + "total_tokens": 17303, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8204.4, + "sql_execution_elapsed_ms_total": 1.46, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_fef6222384ae7667/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_fef6222384ae7667/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_fef6222384ae7667/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ef1ffc0bb87664dfa4f63bf9252502f4d5205236 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_fef6222384ae7667/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:55:14.853944+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": 8204.4, "started_at": "2026-05-19T15:55:06.648688+00:00", "ended_at": "2026-05-19T15:55:14.853117+00:00", "prompt_metrics": {"chars": 15409, "bytes_utf8": 15409, "lines": 542, "estimated_tokens": null}, "response_metrics": {"chars": 359, "bytes_utf8": 359, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17042, "cached_input_tokens": 15744, "output_tokens": 261, "reasoning_output_tokens": 156}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"bkxbq\\\", COUNT(*) AS support\\nFROM \\\"c4\\\"\\nWHERE \\\"bkxbq\\\" = 'f'\\nGROUP BY \\\"bkxbq\\\"\\nORDER BY support DESC\\nLIMIT 11;\",\"notes\":\"Applied the provided Filtered Top-k Group Count template with group_col and predicate_col both bound to \\\"bkxbq\\\", filtering rows where the value is 'f'.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_fef6222384ae7667/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_fef6222384ae7667/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..aa54bb1932dd854b065d6fc8dec0fb25c567a15d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_fef6222384ae7667/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c4", + "model": "v2-cli:codex", + "run_id": "v2q_c4_fef6222384ae7667", + "api_calls": 0, + "input_tokens": 17042, + "cached_input_tokens": 15744, + "output_tokens": 261, + "total_tokens": 17303, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8204.4, + "sql_execution_elapsed_ms_total": 1.46, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_fef6222384ae7667/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file