diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_0a968753a30776d8/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_0a968753a30776d8/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4926968b420d706046d193386b70ff9a07e76f17 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_0a968753a30776d8/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5947, "bytes_utf8": 5947, "lines": 180, "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": 426, "bytes_utf8": 426, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13807, "cached_input_tokens": 12032, "output_tokens": 424, "reasoning_output_tokens": 309}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_0a968753a30776d8/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_0a968753a30776d8/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9694a431b0385d32f4bcf5c69b3a775c315bde32 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_0a968753a30776d8/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": "c20", + "model": "v2-cli:codex", + "run_id": "v2q_c20_0a968753a30776d8", + "api_calls": 0, + "input_tokens": 13807, + "cached_input_tokens": 12032, + "output_tokens": 424, + "total_tokens": 14231, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9569.88, + "sql_execution_elapsed_ms_total": 15.89, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_0a968753a30776d8/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_0a968753a30776d8/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_0a968753a30776d8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5dbbd0b07d8f65d14c524b4ed4f48062bad82b94 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_0a968753a30776d8/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:03:31.927839+00:00", + "ended_at": "2026-05-19T16:03:41.497748+00:00", + "elapsed_ms": 9569.88, + "prompt_metrics": { + "chars": 5947, + "bytes_utf8": 5947, + "lines": 180, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 788, + "bytes_utf8": 788, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 426, + "bytes_utf8": 426, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13807, + "cached_input_tokens": 12032, + "output_tokens": 424, + "reasoning_output_tokens": 309 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_0a968753a30776d8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_0a968753a30776d8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5591f5825f87206b6304aa3bae719f86e4f3b084 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_0a968753a30776d8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c20 +- dataset_name: C20 +- table_name: c20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 6 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 44819 +- important_fields: +- white_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 strength. +- white_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 file. +- white_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 rank. +- black_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 strength. +- black_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 file. +- black_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 rank. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['white_piece0_strength', 'white_piece0_file', 'class'], ['white_piece0_strength', 'white_piece0_strength', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/41027 + +SQLite schema snapshot: +{ + "table_name": "c20", + "quoted_table_name": "\"c20\"", + "row_count": 44819, + "columns": [ + { + "name": "white_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "white_piece0_strength": "0", + "white_piece0_file": "1", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "2", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "4", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "5", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "6", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c20", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=white_piece0_file, measure_col=white_piece0_file.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "white_piece0_file", + "measure_col": "white_piece0_file", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_0a968753a30776d8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_0a968753a30776d8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6babbe6e992bb1c649e1382484fa2075e3e42d4f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_0a968753a30776d8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-64e7-7121-a31f-18882d970047"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"white_piece0_file\\\", SUM(CAST(\\\"white_piece0_file\\\" AS NUMERIC)) AS \\\"total_measure\\\"\\nFROM \\\"c20\\\"\\nGROUP BY \\\"white_piece0_file\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Used the planned Grouped Numeric Sum template with group_col=\\\"white_piece0_file\\\" and measure_col=\\\"white_piece0_file\\\". Added CAST to NUMERIC because the SQLite schema stores this field as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13807,"cached_input_tokens":12032,"output_tokens":424,"reasoning_output_tokens":309}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_0a968753a30776d8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_0a968753a30776d8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..39ce333cb8be565004153e01959acb29c38f08f9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_0a968753a30776d8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"white_piece0_file\", SUM(CAST(\"white_piece0_file\" AS NUMERIC)) AS \"total_measure\"\nFROM \"c20\"\nGROUP BY \"white_piece0_file\"\nORDER BY \"total_measure\" DESC;","notes":"Used the planned Grouped Numeric Sum template with group_col=\"white_piece0_file\" and measure_col=\"white_piece0_file\". Added CAST to NUMERIC because the SQLite schema stores this field as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_0a968753a30776d8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_0a968753a30776d8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_1a518b5407c04d6c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_1a518b5407c04d6c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5166e21edceae9bbe9f119d8c106fdc2b03acdde --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_1a518b5407c04d6c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:25:41.541386+00:00", + "ended_at": "2026-05-19T16:25:44.852119+00:00", + "elapsed_ms": 3310.69, + "returncode": 1, + "prompt_metrics": { + "chars": 5919, + "bytes_utf8": 5919, + "lines": 178, + "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_e/c20/artifacts/v2q_c20_1a518b5407c04d6c/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_1a518b5407c04d6c/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e6779fa23cc70a107f283307cb85cc07311ef977 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_1a518b5407c04d6c/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:25:45.855066+00:00", + "ended_at": "2026-05-19T16:25:49.466906+00:00", + "elapsed_ms": 3611.79, + "returncode": 1, + "prompt_metrics": { + "chars": 5919, + "bytes_utf8": 5919, + "lines": 178, + "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_e/c20/artifacts/v2q_c20_1a518b5407c04d6c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_1a518b5407c04d6c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c0e556f74b9291fb0e1539c4f05596b2504e8b46 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_1a518b5407c04d6c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,178 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c20 +- dataset_name: C20 +- table_name: c20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 6 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 44819 +- important_fields: +- white_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 strength. +- white_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 file. +- white_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 rank. +- black_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 strength. +- black_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 file. +- black_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 rank. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['white_piece0_strength', 'white_piece0_file', 'class'], ['white_piece0_strength', 'white_piece0_strength', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/41027 + +SQLite schema snapshot: +{ + "table_name": "c20", + "quoted_table_name": "\"c20\"", + "row_count": 44819, + "columns": [ + { + "name": "white_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "white_piece0_strength": "0", + "white_piece0_file": "1", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "2", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "4", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "5", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "6", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + } + ] +} + +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": "c20", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=black_piece0_file.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "black_piece0_file", + "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": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\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_e/c20/artifacts/v2q_c20_1a518b5407c04d6c/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_1a518b5407c04d6c/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c0e556f74b9291fb0e1539c4f05596b2504e8b46 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_1a518b5407c04d6c/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,178 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c20 +- dataset_name: C20 +- table_name: c20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 6 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 44819 +- important_fields: +- white_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 strength. +- white_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 file. +- white_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 rank. +- black_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 strength. +- black_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 file. +- black_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 rank. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['white_piece0_strength', 'white_piece0_file', 'class'], ['white_piece0_strength', 'white_piece0_strength', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/41027 + +SQLite schema snapshot: +{ + "table_name": "c20", + "quoted_table_name": "\"c20\"", + "row_count": 44819, + "columns": [ + { + "name": "white_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "white_piece0_strength": "0", + "white_piece0_file": "1", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "2", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "4", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "5", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "6", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + } + ] +} + +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": "c20", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=black_piece0_file.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "black_piece0_file", + "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": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\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_e/c20/artifacts/v2q_c20_1a518b5407c04d6c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_1a518b5407c04d6c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fa5afbff45cd5bfd38755c060e938ec8cb0597c8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_1a518b5407c04d6c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-af27-7243-be2d-6183f1470a8b"} +{"type":"turn.started"} +{"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_e/c20/artifacts/v2q_c20_1a518b5407c04d6c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_1a518b5407c04d6c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..63e3d8fc289e985bd46514980b8df4dc28b3d42f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_1a518b5407c04d6c/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-af27-7243-be2d-6183f1470a8b"} +{"type":"turn.started"} +{"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_e/c20/artifacts/v2q_c20_1a518b5407c04d6c/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_1a518b5407c04d6c/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..664937b08365221706214f4860fd4cb5d296b0ed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_1a518b5407c04d6c/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-bff2-7bc3-9384-9c1e1433fca8"} +{"type":"turn.started"} +{"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_e/c20/artifacts/v2q_c20_1a518b5407c04d6c/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_1a518b5407c04d6c/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..efed6f9ee6b56e587357b9ae107f1709d5c6134e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_1a518b5407c04d6c/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-bff2-7bc3-9384-9c1e1433fca8"} +{"type":"turn.started"} +{"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_e/c20/artifacts/v2q_c20_1a518b5407c04d6c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_1a518b5407c04d6c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_1a518b5407c04d6c/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_1a518b5407c04d6c/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_1ef2d9144d994e4b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_1ef2d9144d994e4b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c81e9366b5356f547ee662d7147a831ab14f12ec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_1ef2d9144d994e4b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:27:58.764057+00:00", + "ended_at": "2026-05-19T16:28:02.131451+00:00", + "elapsed_ms": 3367.35, + "returncode": 1, + "prompt_metrics": { + "chars": 6042, + "bytes_utf8": 6042, + "lines": 180, + "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_e/c20/artifacts/v2q_c20_1ef2d9144d994e4b/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_1ef2d9144d994e4b/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..24fb19bc6a6c197942a485d5c7fba1d43fd86555 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_1ef2d9144d994e4b/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:28:03.134317+00:00", + "ended_at": "2026-05-19T16:28:06.675779+00:00", + "elapsed_ms": 3541.39, + "returncode": 1, + "prompt_metrics": { + "chars": 6042, + "bytes_utf8": 6042, + "lines": 180, + "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_e/c20/artifacts/v2q_c20_1ef2d9144d994e4b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_1ef2d9144d994e4b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9a28e89d53dd504f9d7c0cc2086c0a6dfe6f42a3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_1ef2d9144d994e4b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c20 +- dataset_name: C20 +- table_name: c20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 6 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 44819 +- important_fields: +- white_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 strength. +- white_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 file. +- white_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 rank. +- black_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 strength. +- black_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 file. +- black_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 rank. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['white_piece0_strength', 'white_piece0_file', 'class'], ['white_piece0_strength', 'white_piece0_strength', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/41027 + +SQLite schema snapshot: +{ + "table_name": "c20", + "quoted_table_name": "\"c20\"", + "row_count": 44819, + "columns": [ + { + "name": "white_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "white_piece0_strength": "0", + "white_piece0_file": "1", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "2", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "4", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "5", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "6", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c20", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=white_piece0_rank, measure_col=black_piece0_strength.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "white_piece0_rank", + "measure_col": "black_piece0_strength", + "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": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_1ef2d9144d994e4b/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_1ef2d9144d994e4b/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9a28e89d53dd504f9d7c0cc2086c0a6dfe6f42a3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_1ef2d9144d994e4b/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c20 +- dataset_name: C20 +- table_name: c20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 6 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 44819 +- important_fields: +- white_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 strength. +- white_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 file. +- white_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 rank. +- black_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 strength. +- black_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 file. +- black_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 rank. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['white_piece0_strength', 'white_piece0_file', 'class'], ['white_piece0_strength', 'white_piece0_strength', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/41027 + +SQLite schema snapshot: +{ + "table_name": "c20", + "quoted_table_name": "\"c20\"", + "row_count": 44819, + "columns": [ + { + "name": "white_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "white_piece0_strength": "0", + "white_piece0_file": "1", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "2", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "4", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "5", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "6", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c20", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=white_piece0_rank, measure_col=black_piece0_strength.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "white_piece0_rank", + "measure_col": "black_piece0_strength", + "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": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_1ef2d9144d994e4b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_1ef2d9144d994e4b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8cffc26305692ed7e3090745b46cff03054e6fec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_1ef2d9144d994e4b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-c719-7462-8041-7ba0faaba40d"} +{"type":"turn.started"} +{"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_e/c20/artifacts/v2q_c20_1ef2d9144d994e4b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_1ef2d9144d994e4b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ec7fc1e21e423d2038b50622d945e569b9c0868c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_1ef2d9144d994e4b/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-c719-7462-8041-7ba0faaba40d"} +{"type":"turn.started"} +{"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_e/c20/artifacts/v2q_c20_1ef2d9144d994e4b/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_1ef2d9144d994e4b/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c54fa3f18314baefc4196a3a7b5746bf31479651 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_1ef2d9144d994e4b/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-d83e-79f0-a1e2-5c094649e933"} +{"type":"turn.started"} +{"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_e/c20/artifacts/v2q_c20_1ef2d9144d994e4b/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_1ef2d9144d994e4b/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..2a6c6866505489a95f0a43644972061bb37074d6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_1ef2d9144d994e4b/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-d83e-79f0-a1e2-5c094649e933"} +{"type":"turn.started"} +{"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_e/c20/artifacts/v2q_c20_1ef2d9144d994e4b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_1ef2d9144d994e4b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_1ef2d9144d994e4b/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_1ef2d9144d994e4b/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_25608dad21edeaa5/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_25608dad21edeaa5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0ce740968914dbd81e2fadb4a883f57e79ad2f86 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_25608dad21edeaa5/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:21:32.126844+00:00", + "ended_at": "2026-05-19T16:21:35.088980+00:00", + "elapsed_ms": 2962.1, + "returncode": 1, + "prompt_metrics": { + "chars": 6203, + "bytes_utf8": 6203, + "lines": 183, + "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_e/c20/artifacts/v2q_c20_25608dad21edeaa5/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_25608dad21edeaa5/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e26a8c155fc8f95a16aa47738a05f22a0ac566fe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_25608dad21edeaa5/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:21:36.092384+00:00", + "ended_at": "2026-05-19T16:21:39.598210+00:00", + "elapsed_ms": 3505.77, + "returncode": 1, + "prompt_metrics": { + "chars": 6203, + "bytes_utf8": 6203, + "lines": 183, + "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_e/c20/artifacts/v2q_c20_25608dad21edeaa5/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_25608dad21edeaa5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bdea5a19efd6d6a75b7708a21a4efb1ec139b6c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_25608dad21edeaa5/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,183 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c20 +- dataset_name: C20 +- table_name: c20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 6 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 44819 +- important_fields: +- white_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 strength. +- white_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 file. +- white_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 rank. +- black_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 strength. +- black_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 file. +- black_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 rank. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['white_piece0_strength', 'white_piece0_file', 'class'], ['white_piece0_strength', 'white_piece0_strength', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/41027 + +SQLite schema snapshot: +{ + "table_name": "c20", + "quoted_table_name": "\"c20\"", + "row_count": 44819, + "columns": [ + { + "name": "white_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "white_piece0_strength": "0", + "white_piece0_file": "1", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "2", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "4", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "5", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "6", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + } + ] +} + +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": "c20", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=white_piece0_rank, condition_col=white_piece0_strength.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "white_piece0_rank", + "condition_col": "white_piece0_strength", + "condition_value": "6", + "positive_value": "0", + "negative_value": "6", + "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": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\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_e/c20/artifacts/v2q_c20_25608dad21edeaa5/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_25608dad21edeaa5/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..bdea5a19efd6d6a75b7708a21a4efb1ec139b6c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_25608dad21edeaa5/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,183 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c20 +- dataset_name: C20 +- table_name: c20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 6 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 44819 +- important_fields: +- white_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 strength. +- white_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 file. +- white_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 rank. +- black_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 strength. +- black_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 file. +- black_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 rank. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['white_piece0_strength', 'white_piece0_file', 'class'], ['white_piece0_strength', 'white_piece0_strength', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/41027 + +SQLite schema snapshot: +{ + "table_name": "c20", + "quoted_table_name": "\"c20\"", + "row_count": 44819, + "columns": [ + { + "name": "white_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "white_piece0_strength": "0", + "white_piece0_file": "1", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "2", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "4", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "5", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "6", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + } + ] +} + +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": "c20", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=white_piece0_rank, condition_col=white_piece0_strength.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "white_piece0_rank", + "condition_col": "white_piece0_strength", + "condition_value": "6", + "positive_value": "0", + "negative_value": "6", + "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": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\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_e/c20/artifacts/v2q_c20_25608dad21edeaa5/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_25608dad21edeaa5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..64cec0a4e51d52ff92628dba9e45089e3394754a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_25608dad21edeaa5/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-e05b-78d0-b894-f4d9347718e3"} +{"type":"turn.started"} +{"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_e/c20/artifacts/v2q_c20_25608dad21edeaa5/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_25608dad21edeaa5/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b975cf2fd68e913bc94d566c614fdb4d43d4224a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_25608dad21edeaa5/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-f000-7a20-b07e-b7da18d1f52c"} +{"type":"turn.started"} +{"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_e/c20/artifacts/v2q_c20_25608dad21edeaa5/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_25608dad21edeaa5/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0aa06c57066b4ea50be2d7f4f6892b4e5d07457b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_25608dad21edeaa5/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-f000-7a20-b07e-b7da18d1f52c"} +{"type":"turn.started"} +{"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_e/c20/artifacts/v2q_c20_25608dad21edeaa5/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_25608dad21edeaa5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_25608dad21edeaa5/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_25608dad21edeaa5/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_3c72e3519211cdf0/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_3c72e3519211cdf0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d4de414bb6dfd04d86395e61e184d0b238282423 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_3c72e3519211cdf0/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:16:18.607824+00:00", + "ended_at": "2026-05-19T16:16:21.997836+00:00", + "elapsed_ms": 3389.97, + "returncode": 1, + "prompt_metrics": { + "chars": 6504, + "bytes_utf8": 6504, + "lines": 180, + "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_e/c20/artifacts/v2q_c20_3c72e3519211cdf0/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_3c72e3519211cdf0/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f598791f3cd995868103659b707616871365dfc6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_3c72e3519211cdf0/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:16:23.000208+00:00", + "ended_at": "2026-05-19T16:16:26.915650+00:00", + "elapsed_ms": 3915.39, + "returncode": 1, + "prompt_metrics": { + "chars": 6504, + "bytes_utf8": 6504, + "lines": 180, + "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_e/c20/artifacts/v2q_c20_3c72e3519211cdf0/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_3c72e3519211cdf0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ec899a86a63a1a0f48912bf0a208100f93aae271 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_3c72e3519211cdf0/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c20 +- dataset_name: C20 +- table_name: c20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 6 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 44819 +- important_fields: +- white_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 strength. +- white_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 file. +- white_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 rank. +- black_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 strength. +- black_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 file. +- black_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 rank. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['white_piece0_strength', 'white_piece0_file', 'class'], ['white_piece0_strength', 'white_piece0_strength', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/41027 + +SQLite schema snapshot: +{ + "table_name": "c20", + "quoted_table_name": "\"c20\"", + "row_count": 44819, + "columns": [ + { + "name": "white_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "white_piece0_strength": "0", + "white_piece0_file": "1", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "2", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "4", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "5", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "6", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c20", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=white_piece0_rank, measure_col=white_piece0_file.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "white_piece0_rank", + "measure_col": "white_piece0_file", + "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": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_3c72e3519211cdf0/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_3c72e3519211cdf0/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ec899a86a63a1a0f48912bf0a208100f93aae271 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_3c72e3519211cdf0/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c20 +- dataset_name: C20 +- table_name: c20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 6 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 44819 +- important_fields: +- white_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 strength. +- white_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 file. +- white_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 rank. +- black_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 strength. +- black_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 file. +- black_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 rank. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['white_piece0_strength', 'white_piece0_file', 'class'], ['white_piece0_strength', 'white_piece0_strength', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/41027 + +SQLite schema snapshot: +{ + "table_name": "c20", + "quoted_table_name": "\"c20\"", + "row_count": 44819, + "columns": [ + { + "name": "white_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "white_piece0_strength": "0", + "white_piece0_file": "1", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "2", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "4", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "5", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "6", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c20", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=white_piece0_rank, measure_col=white_piece0_file.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "white_piece0_rank", + "measure_col": "white_piece0_file", + "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": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_3c72e3519211cdf0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_3c72e3519211cdf0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f686359b3172030dfe3082b7dc8ae72b60396c87 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_3c72e3519211cdf0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-1830-7871-bb3c-1bad02748b3b"} +{"type":"turn.started"} +{"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_e/c20/artifacts/v2q_c20_3c72e3519211cdf0/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_3c72e3519211cdf0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4113a228ac15de10060a930f8ab54b83f851238f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_3c72e3519211cdf0/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-1830-7871-bb3c-1bad02748b3b"} +{"type":"turn.started"} +{"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_e/c20/artifacts/v2q_c20_3c72e3519211cdf0/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_3c72e3519211cdf0/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2964233974094edd6794d4d76e6390426d0c5297 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_3c72e3519211cdf0/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-296a-7343-bb41-0dd33114e89b"} +{"type":"turn.started"} +{"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_e/c20/artifacts/v2q_c20_3c72e3519211cdf0/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_3c72e3519211cdf0/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c36ac6d339f61ef733c826f93708fb52a2eee6d8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_3c72e3519211cdf0/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-296a-7343-bb41-0dd33114e89b"} +{"type":"turn.started"} +{"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_e/c20/artifacts/v2q_c20_3c72e3519211cdf0/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_3c72e3519211cdf0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_3c72e3519211cdf0/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_3c72e3519211cdf0/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_4093d2e88507df7c/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_4093d2e88507df7c/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..42d7777e42dd7a0b7df29ba879ceb6aebd46f63f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_4093d2e88507df7c/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:21:14.183108+00:00", + "ended_at": "2026-05-19T16:21:17.105208+00:00", + "elapsed_ms": 2922.06, + "returncode": 1, + "prompt_metrics": { + "chars": 6160, + "bytes_utf8": 6160, + "lines": 183, + "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_e/c20/artifacts/v2q_c20_50ce62738fb74973/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_50ce62738fb74973/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..90b151add1ade511d7bde48ff7af92b076a78558 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_50ce62738fb74973/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:03:52.173543+00:00", + "ended_at": "2026-05-19T16:03:55.153251+00:00", + "elapsed_ms": 2979.67, + "returncode": 1, + "prompt_metrics": { + "chars": 5948, + "bytes_utf8": 5948, + "lines": 180, + "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_e/c20/artifacts/v2q_c20_50ce62738fb74973/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_50ce62738fb74973/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..99aa1ab87ac69c44a19cb89ea78767b1116e8a60 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_50ce62738fb74973/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:03:56.155276+00:00", + "ended_at": "2026-05-19T16:03:59.272588+00:00", + "elapsed_ms": 3117.27, + "returncode": 1, + "prompt_metrics": { + "chars": 5948, + "bytes_utf8": 5948, + "lines": 180, + "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_e/c20/artifacts/v2q_c20_50ce62738fb74973/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_50ce62738fb74973/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ac7100450fec8165489a98aa71c53ffc0ad58169 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_50ce62738fb74973/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c20 +- dataset_name: C20 +- table_name: c20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 6 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 44819 +- important_fields: +- white_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 strength. +- white_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 file. +- white_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 rank. +- black_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 strength. +- black_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 file. +- black_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 rank. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['white_piece0_strength', 'white_piece0_file', 'class'], ['white_piece0_strength', 'white_piece0_strength', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/41027 + +SQLite schema snapshot: +{ + "table_name": "c20", + "quoted_table_name": "\"c20\"", + "row_count": 44819, + "columns": [ + { + "name": "white_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "white_piece0_strength": "0", + "white_piece0_file": "1", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "2", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "4", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "5", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "6", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c20", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=white_piece0_rank, measure_col=white_piece0_rank.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "white_piece0_rank", + "measure_col": "white_piece0_rank", + "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": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_50ce62738fb74973/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_50ce62738fb74973/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ac7100450fec8165489a98aa71c53ffc0ad58169 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_50ce62738fb74973/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c20 +- dataset_name: C20 +- table_name: c20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 6 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 44819 +- important_fields: +- white_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 strength. +- white_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 file. +- white_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 rank. +- black_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 strength. +- black_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 file. +- black_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 rank. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['white_piece0_strength', 'white_piece0_file', 'class'], ['white_piece0_strength', 'white_piece0_strength', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/41027 + +SQLite schema snapshot: +{ + "table_name": "c20", + "quoted_table_name": "\"c20\"", + "row_count": 44819, + "columns": [ + { + "name": "white_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "white_piece0_strength": "0", + "white_piece0_file": "1", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "2", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "4", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "5", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "6", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c20", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=white_piece0_rank, measure_col=white_piece0_rank.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "white_piece0_rank", + "measure_col": "white_piece0_rank", + "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": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_50ce62738fb74973/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_50ce62738fb74973/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a835fa8770b42c64b0910170a55f5a60c94ff949 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_50ce62738fb74973/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-b40f-73f2-9083-7f810affc5d5"} +{"type":"turn.started"} +{"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_e/c20/artifacts/v2q_c20_50ce62738fb74973/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_50ce62738fb74973/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cd74e751355d585ec368d07acd85821b4b7b335e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_50ce62738fb74973/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-b40f-73f2-9083-7f810affc5d5"} +{"type":"turn.started"} +{"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_e/c20/artifacts/v2q_c20_50ce62738fb74973/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_50ce62738fb74973/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..32e0a656d86ffacd8f896c874ae348b2f0bfb999 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_50ce62738fb74973/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-c396-7790-a48d-49fd965330c7"} +{"type":"turn.started"} +{"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_e/c20/artifacts/v2q_c20_50ce62738fb74973/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_50ce62738fb74973/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..fa8cd16afb4d6d0e533f978b3f0c72562a9c23a2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_50ce62738fb74973/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-c396-7790-a48d-49fd965330c7"} +{"type":"turn.started"} +{"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_e/c20/artifacts/v2q_c20_50ce62738fb74973/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_50ce62738fb74973/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_50ce62738fb74973/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_50ce62738fb74973/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_8c91347be2644f99/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_8c91347be2644f99/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..721b3d7dc252e62d18138fbe4e7d6e4ffb1238c4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_8c91347be2644f99/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:05:50.847233+00:00", + "ended_at": "2026-05-19T16:05:54.418057+00:00", + "elapsed_ms": 3570.8, + "returncode": 1, + "prompt_metrics": { + "chars": 5949, + "bytes_utf8": 5949, + "lines": 180, + "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_e/c20/artifacts/v2q_c20_8c91347be2644f99/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_8c91347be2644f99/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..05d22c6f6bcbd3d18cda2dc3007a089e40906103 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_8c91347be2644f99/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:05:55.420444+00:00", + "ended_at": "2026-05-19T16:05:58.553589+00:00", + "elapsed_ms": 3133.09, + "returncode": 1, + "prompt_metrics": { + "chars": 5949, + "bytes_utf8": 5949, + "lines": 180, + "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_e/c20/artifacts/v2q_c20_8c91347be2644f99/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_8c91347be2644f99/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1e65bc910fd1c2a434d6b539169dced12767a9f7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_8c91347be2644f99/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c20 +- dataset_name: C20 +- table_name: c20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 6 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 44819 +- important_fields: +- white_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 strength. +- white_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 file. +- white_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 rank. +- black_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 strength. +- black_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 file. +- black_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 rank. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['white_piece0_strength', 'white_piece0_file', 'class'], ['white_piece0_strength', 'white_piece0_strength', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/41027 + +SQLite schema snapshot: +{ + "table_name": "c20", + "quoted_table_name": "\"c20\"", + "row_count": 44819, + "columns": [ + { + "name": "white_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "white_piece0_strength": "0", + "white_piece0_file": "1", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "2", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "4", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "5", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "6", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c20", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=white_piece0_file, measure_col=white_piece0_rank.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "white_piece0_file", + "measure_col": "white_piece0_rank", + "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": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_8c91347be2644f99/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_8c91347be2644f99/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1e65bc910fd1c2a434d6b539169dced12767a9f7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_8c91347be2644f99/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c20 +- dataset_name: C20 +- table_name: c20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 6 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 44819 +- important_fields: +- white_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 strength. +- white_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 file. +- white_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 rank. +- black_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 strength. +- black_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 file. +- black_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 rank. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['white_piece0_strength', 'white_piece0_file', 'class'], ['white_piece0_strength', 'white_piece0_strength', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/41027 + +SQLite schema snapshot: +{ + "table_name": "c20", + "quoted_table_name": "\"c20\"", + "row_count": 44819, + "columns": [ + { + "name": "white_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "white_piece0_strength": "0", + "white_piece0_file": "1", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "2", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "4", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "5", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "6", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c20", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=white_piece0_file, measure_col=white_piece0_rank.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "white_piece0_file", + "measure_col": "white_piece0_rank", + "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": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_8c91347be2644f99/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_8c91347be2644f99/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5bac1a408eae6fb05bcfe6e7547d1bdc34b0d511 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_8c91347be2644f99/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-838c-7b51-9d2f-5da810a27158"} +{"type":"turn.started"} +{"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_e/c20/artifacts/v2q_c20_8c91347be2644f99/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_8c91347be2644f99/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b2b92213de5ccf0d903e04d1b03680633d00dbb9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_8c91347be2644f99/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-838c-7b51-9d2f-5da810a27158"} +{"type":"turn.started"} +{"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_e/c20/artifacts/v2q_c20_8c91347be2644f99/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_8c91347be2644f99/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9f6c8fec8e8e8542c8bcff0db9ba9f10d061e579 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_8c91347be2644f99/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-958a-7782-b568-e4bf8d41dc02"} +{"type":"turn.started"} +{"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_e/c20/artifacts/v2q_c20_8c91347be2644f99/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_8c91347be2644f99/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..39c3dde93a11d189c79d00991583be5e35b4a096 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_8c91347be2644f99/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-958a-7782-b568-e4bf8d41dc02"} +{"type":"turn.started"} +{"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_e/c20/artifacts/v2q_c20_8c91347be2644f99/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_8c91347be2644f99/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_8c91347be2644f99/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_8c91347be2644f99/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_99d6f55b7fc6a442/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_99d6f55b7fc6a442/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9246b60b63f9be39f39338560f2743009c2fda91 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_99d6f55b7fc6a442/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:23:00.307947+00:00", + "ended_at": "2026-05-19T16:23:03.311610+00:00", + "elapsed_ms": 3003.6, + "returncode": 1, + "prompt_metrics": { + "chars": 6150, + "bytes_utf8": 6150, + "lines": 183, + "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_e/c20/artifacts/v2q_c20_99d6f55b7fc6a442/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_99d6f55b7fc6a442/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cf0d7dffc9213a160f30e9a567d8320e30c80126 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_99d6f55b7fc6a442/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:23:04.315560+00:00", + "ended_at": "2026-05-19T16:23:15.820245+00:00", + "elapsed_ms": 11504.62, + "returncode": 1, + "prompt_metrics": { + "chars": 6150, + "bytes_utf8": 6150, + "lines": 183, + "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_e/c20/artifacts/v2q_c20_99d6f55b7fc6a442/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_99d6f55b7fc6a442/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..df215e07091084e27ae609b70184007d3367df9d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_99d6f55b7fc6a442/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,183 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c20 +- dataset_name: C20 +- table_name: c20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 6 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 44819 +- important_fields: +- white_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 strength. +- white_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 file. +- white_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 rank. +- black_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 strength. +- black_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 file. +- black_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 rank. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['white_piece0_strength', 'white_piece0_file', 'class'], ['white_piece0_strength', 'white_piece0_strength', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/41027 + +SQLite schema snapshot: +{ + "table_name": "c20", + "quoted_table_name": "\"c20\"", + "row_count": 44819, + "columns": [ + { + "name": "white_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "white_piece0_strength": "0", + "white_piece0_file": "1", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "2", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "4", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "5", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "6", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + } + ] +} + +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": "c20", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=class, condition_col=class.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "class", + "condition_col": "class", + "condition_value": "w", + "positive_value": "w", + "negative_value": "b", + "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": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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_e/c20/artifacts/v2q_c20_99d6f55b7fc6a442/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_99d6f55b7fc6a442/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..df215e07091084e27ae609b70184007d3367df9d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_99d6f55b7fc6a442/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,183 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c20 +- dataset_name: C20 +- table_name: c20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 6 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 44819 +- important_fields: +- white_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 strength. +- white_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 file. +- white_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 rank. +- black_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 strength. +- black_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 file. +- black_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 rank. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['white_piece0_strength', 'white_piece0_file', 'class'], ['white_piece0_strength', 'white_piece0_strength', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/41027 + +SQLite schema snapshot: +{ + "table_name": "c20", + "quoted_table_name": "\"c20\"", + "row_count": 44819, + "columns": [ + { + "name": "white_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "white_piece0_strength": "0", + "white_piece0_file": "1", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "2", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "4", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "5", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "6", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + } + ] +} + +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": "c20", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=class, condition_col=class.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "class", + "condition_col": "class", + "condition_value": "w", + "positive_value": "w", + "negative_value": "b", + "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": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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_e/c20/artifacts/v2q_c20_99d6f55b7fc6a442/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_99d6f55b7fc6a442/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1c358ae2bd0a513abac0742efbff38b37757c9d2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_99d6f55b7fc6a442/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-393d-7f23-b01a-a14652254ea8"} +{"type":"turn.started"} +{"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_e/c20/artifacts/v2q_c20_99d6f55b7fc6a442/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_99d6f55b7fc6a442/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..99e0436a23e7395b918f1b2a3892b1b4c1a2c1ef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_99d6f55b7fc6a442/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-393d-7f23-b01a-a14652254ea8"} +{"type":"turn.started"} +{"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_e/c20/artifacts/v2q_c20_99d6f55b7fc6a442/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_99d6f55b7fc6a442/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d9432780dd5fa57680e8e58f7a9c787214a46079 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_99d6f55b7fc6a442/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-48d3-7550-b420-e603999e17ae"} +{"type":"turn.started"} +{"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_e/c20/artifacts/v2q_c20_99d6f55b7fc6a442/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_99d6f55b7fc6a442/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..cd20e43818bfdb15cf02d2ea6a830f15ed2973b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_99d6f55b7fc6a442/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-48d3-7550-b420-e603999e17ae"} +{"type":"turn.started"} +{"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_e/c20/artifacts/v2q_c20_99d6f55b7fc6a442/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_99d6f55b7fc6a442/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_99d6f55b7fc6a442/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_99d6f55b7fc6a442/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_b3854c26c18bead1/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_b3854c26c18bead1/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..82cbcf993af3695cd4e51ca388c5e638eb993934 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_b3854c26c18bead1/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5932, "bytes_utf8": 5932, "lines": 180, "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": 388, "bytes_utf8": 388, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13801, "cached_input_tokens": 12032, "output_tokens": 439, "reasoning_output_tokens": 334}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_b3854c26c18bead1/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_b3854c26c18bead1/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..90529fb0c2d0520e814377140e2d52aa7f662a3d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_b3854c26c18bead1/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": "c20", + "model": "v2-cli:codex", + "run_id": "v2q_c20_b3854c26c18bead1", + "api_calls": 0, + "input_tokens": 13801, + "cached_input_tokens": 12032, + "output_tokens": 439, + "total_tokens": 14240, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9509.05, + "sql_execution_elapsed_ms_total": 15.1, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_b3854c26c18bead1/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_b3854c26c18bead1/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_b3854c26c18bead1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c201b7157c4703a0399a0db035ae5b98fc595276 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_b3854c26c18bead1/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:05:05.330661+00:00", + "ended_at": "2026-05-19T16:05:14.839736+00:00", + "elapsed_ms": 9509.05, + "prompt_metrics": { + "chars": 5932, + "bytes_utf8": 5932, + "lines": 180, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 750, + "bytes_utf8": 750, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 388, + "bytes_utf8": 388, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13801, + "cached_input_tokens": 12032, + "output_tokens": 439, + "reasoning_output_tokens": 334 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_b3854c26c18bead1/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_b3854c26c18bead1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..711c8f61c7badb2ac7ee9f12f9842b140b73f42e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_b3854c26c18bead1/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c20 +- dataset_name: C20 +- table_name: c20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 6 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 44819 +- important_fields: +- white_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 strength. +- white_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 file. +- white_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 rank. +- black_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 strength. +- black_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 file. +- black_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 rank. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['white_piece0_strength', 'white_piece0_file', 'class'], ['white_piece0_strength', 'white_piece0_strength', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/41027 + +SQLite schema snapshot: +{ + "table_name": "c20", + "quoted_table_name": "\"c20\"", + "row_count": 44819, + "columns": [ + { + "name": "white_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "white_piece0_strength": "0", + "white_piece0_file": "1", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "2", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "4", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "5", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "6", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c20", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=class, measure_col=white_piece0_strength.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "class", + "measure_col": "white_piece0_strength", + "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": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_b3854c26c18bead1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_b3854c26c18bead1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b75fc739692d474688345a4cebfe92504bed0f54 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_b3854c26c18bead1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-d1c7-7cb0-babe-5f257df6a702"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"class\\\", SUM(CAST(\\\"white_piece0_strength\\\" AS NUMERIC)) AS \\\"total_measure\\\"\\nFROM \\\"c20\\\"\\nGROUP BY \\\"class\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Applied the Grouped Numeric Sum template with group_col=\\\"class\\\" and measure_col=\\\"white_piece0_strength\\\". Cast the TEXT measure to NUMERIC so SQLite aggregates it as a number.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13801,"cached_input_tokens":12032,"output_tokens":439,"reasoning_output_tokens":334}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_b3854c26c18bead1/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_b3854c26c18bead1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3c34b4f643e7b62b556de71a304f246038100fcf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_b3854c26c18bead1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"class\", SUM(CAST(\"white_piece0_strength\" AS NUMERIC)) AS \"total_measure\"\nFROM \"c20\"\nGROUP BY \"class\"\nORDER BY \"total_measure\" DESC;","notes":"Applied the Grouped Numeric Sum template with group_col=\"class\" and measure_col=\"white_piece0_strength\". Cast the TEXT measure to NUMERIC so SQLite aggregates it as a number."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_b3854c26c18bead1/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_b3854c26c18bead1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_c0525e3524a55e07/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_c0525e3524a55e07/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7bc2ac6a924553187be35176c0e5741295c77456 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_c0525e3524a55e07/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:05.715749+00:00", + "ended_at": "2026-05-19T16:09:08.892317+00:00", + "elapsed_ms": 3176.54, + "returncode": 1, + "prompt_metrics": { + "chars": 6362, + "bytes_utf8": 6362, + "lines": 182, + "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_e/c20/artifacts/v2q_c20_c0525e3524a55e07/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_c0525e3524a55e07/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..992f69669a987ea68b5c9c6f571a6f56fbd1229c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_c0525e3524a55e07/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:09.893903+00:00", + "ended_at": "2026-05-19T16:09:12.832536+00:00", + "elapsed_ms": 2938.6, + "returncode": 1, + "prompt_metrics": { + "chars": 6362, + "bytes_utf8": 6362, + "lines": 182, + "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_e/c20/artifacts/v2q_c20_c0525e3524a55e07/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_c0525e3524a55e07/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1a3b9485d6d2aa46e4b9ed09bef6ad02c7364a0f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_c0525e3524a55e07/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,182 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c20 +- dataset_name: C20 +- table_name: c20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 6 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 44819 +- important_fields: +- white_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 strength. +- white_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 file. +- white_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 rank. +- black_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 strength. +- black_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 file. +- black_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 rank. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['white_piece0_strength', 'white_piece0_file', 'class'], ['white_piece0_strength', 'white_piece0_strength', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/41027 + +SQLite schema snapshot: +{ + "table_name": "c20", + "quoted_table_name": "\"c20\"", + "row_count": 44819, + "columns": [ + { + "name": "white_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "white_piece0_strength": "0", + "white_piece0_file": "1", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "2", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "4", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "5", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "6", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c20", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=white_piece0_file, measure_col=black_piece0_rank.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "white_piece0_file", + "measure_col": "black_piece0_rank", + "item_col": "white_piece0_rank", + "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": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_c0525e3524a55e07/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_c0525e3524a55e07/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1a3b9485d6d2aa46e4b9ed09bef6ad02c7364a0f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_c0525e3524a55e07/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,182 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c20 +- dataset_name: C20 +- table_name: c20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 6 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 44819 +- important_fields: +- white_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 strength. +- white_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 file. +- white_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 rank. +- black_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 strength. +- black_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 file. +- black_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 rank. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['white_piece0_strength', 'white_piece0_file', 'class'], ['white_piece0_strength', 'white_piece0_strength', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/41027 + +SQLite schema snapshot: +{ + "table_name": "c20", + "quoted_table_name": "\"c20\"", + "row_count": 44819, + "columns": [ + { + "name": "white_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "white_piece0_strength": "0", + "white_piece0_file": "1", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "2", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "4", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "5", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "6", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c20", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=white_piece0_file, measure_col=black_piece0_rank.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "white_piece0_file", + "measure_col": "black_piece0_rank", + "item_col": "white_piece0_rank", + "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": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_c0525e3524a55e07/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_c0525e3524a55e07/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..32fc4dd43fff7c530ea6790e413776dbf75312a5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_c0525e3524a55e07/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-7cb4-71d2-b51a-84be81ab80b7"} +{"type":"turn.started"} +{"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_e/c20/artifacts/v2q_c20_c0525e3524a55e07/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_c0525e3524a55e07/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1d846ee57e955a09f1317c3bd6e7175f6e27c64c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_c0525e3524a55e07/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-7cb4-71d2-b51a-84be81ab80b7"} +{"type":"turn.started"} +{"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_e/c20/artifacts/v2q_c20_c0525e3524a55e07/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_c0525e3524a55e07/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5dcc0ccff8467252a37f55c419015edbf84e901b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_c0525e3524a55e07/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-8d16-77e0-872c-7a049c8e636d"} +{"type":"turn.started"} +{"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_e/c20/artifacts/v2q_c20_c0525e3524a55e07/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_c0525e3524a55e07/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..54047992f180eae29cc30c389a111fe01371ee69 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_c0525e3524a55e07/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-8d16-77e0-872c-7a049c8e636d"} +{"type":"turn.started"} +{"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_e/c20/artifacts/v2q_c20_c0525e3524a55e07/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_c0525e3524a55e07/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_c0525e3524a55e07/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_c0525e3524a55e07/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_c4beac936850fc63/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_c4beac936850fc63/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7d38b32a73ee79ff7efef6157420d6fa0fe38971 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_c4beac936850fc63/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:27:16.853119+00:00", + "ended_at": "2026-05-19T16:27:20.085331+00:00", + "elapsed_ms": 3232.15, + "returncode": 1, + "prompt_metrics": { + "chars": 6037, + "bytes_utf8": 6037, + "lines": 180, + "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_e/c20/artifacts/v2q_c20_c4beac936850fc63/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_c4beac936850fc63/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..be4829bb722bcf9704a86bf55cbe68f45b808a0d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_c4beac936850fc63/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:27:21.088518+00:00", + "ended_at": "2026-05-19T16:27:24.631360+00:00", + "elapsed_ms": 3542.77, + "returncode": 1, + "prompt_metrics": { + "chars": 6037, + "bytes_utf8": 6037, + "lines": 180, + "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_e/c20/artifacts/v2q_c20_c4beac936850fc63/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_c4beac936850fc63/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..795ff0933744a782ec1f47ec28766a7f81bf1c79 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_c4beac936850fc63/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c20 +- dataset_name: C20 +- table_name: c20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 6 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 44819 +- important_fields: +- white_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 strength. +- white_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 file. +- white_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 rank. +- black_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 strength. +- black_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 file. +- black_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 rank. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['white_piece0_strength', 'white_piece0_file', 'class'], ['white_piece0_strength', 'white_piece0_strength', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/41027 + +SQLite schema snapshot: +{ + "table_name": "c20", + "quoted_table_name": "\"c20\"", + "row_count": 44819, + "columns": [ + { + "name": "white_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "white_piece0_strength": "0", + "white_piece0_file": "1", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "2", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "4", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "5", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "6", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c20", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=white_piece0_strength, measure_col=white_piece0_file.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "white_piece0_strength", + "measure_col": "white_piece0_file", + "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": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_c4beac936850fc63/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_c4beac936850fc63/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..795ff0933744a782ec1f47ec28766a7f81bf1c79 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_c4beac936850fc63/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c20 +- dataset_name: C20 +- table_name: c20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 6 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 44819 +- important_fields: +- white_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 strength. +- white_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 file. +- white_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 rank. +- black_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 strength. +- black_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 file. +- black_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 rank. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['white_piece0_strength', 'white_piece0_file', 'class'], ['white_piece0_strength', 'white_piece0_strength', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/41027 + +SQLite schema snapshot: +{ + "table_name": "c20", + "quoted_table_name": "\"c20\"", + "row_count": 44819, + "columns": [ + { + "name": "white_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "white_piece0_strength": "0", + "white_piece0_file": "1", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "2", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "4", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "5", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "6", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c20", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=white_piece0_strength, measure_col=white_piece0_file.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "white_piece0_strength", + "measure_col": "white_piece0_file", + "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": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_c4beac936850fc63/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_c4beac936850fc63/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..216f786966051479fd239a3625d14ec7753e85f1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_c4beac936850fc63/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-237b-7402-9c9a-50cec5bbaa44"} +{"type":"turn.started"} +{"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_e/c20/artifacts/v2q_c20_c4beac936850fc63/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_c4beac936850fc63/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1a2a03638f3e163737a51414521d2f89f2524525 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_c4beac936850fc63/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-237b-7402-9c9a-50cec5bbaa44"} +{"type":"turn.started"} +{"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_e/c20/artifacts/v2q_c20_c4beac936850fc63/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_c4beac936850fc63/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3ee88c8c022c72061d9d1ef124f17e4ee50d94a3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_c4beac936850fc63/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-33f3-7fe2-a019-629e8a3300b8"} +{"type":"turn.started"} +{"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_e/c20/artifacts/v2q_c20_c4beac936850fc63/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_c4beac936850fc63/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4dfaf8c01f8d390106b610753127eb514190da99 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_c4beac936850fc63/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-33f3-7fe2-a019-629e8a3300b8"} +{"type":"turn.started"} +{"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_e/c20/artifacts/v2q_c20_c4beac936850fc63/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_c4beac936850fc63/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_c4beac936850fc63/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_c4beac936850fc63/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_caebf3c19ea27f51/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_caebf3c19ea27f51/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8fc817895fbc157a132517d26b80c16f992c5934 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_caebf3c19ea27f51/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-b863-7372-b001-54c0496f12da"} +{"type":"turn.started"} +{"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_e/c20/artifacts/v2q_c20_d62d851db33bd500/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_d62d851db33bd500/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d3ada6eacef8504402f6a99e96695fc198ee7101 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_d62d851db33bd500/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:04:39.836735+00:00", + "ended_at": "2026-05-19T16:04:42.930620+00:00", + "elapsed_ms": 3093.86, + "returncode": 1, + "prompt_metrics": { + "chars": 5949, + "bytes_utf8": 5949, + "lines": 180, + "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_e/c20/artifacts/v2q_c20_d62d851db33bd500/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_d62d851db33bd500/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fe364030e0e774aa5406d965241f7ac176dd3ffb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_d62d851db33bd500/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:04:43.932722+00:00", + "ended_at": "2026-05-19T16:04:47.088689+00:00", + "elapsed_ms": 3155.94, + "returncode": 1, + "prompt_metrics": { + "chars": 5949, + "bytes_utf8": 5949, + "lines": 180, + "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_e/c20/artifacts/v2q_c20_d62d851db33bd500/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_d62d851db33bd500/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..05bbad1b86968e364820b850c5bdc07b81073682 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_d62d851db33bd500/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c20 +- dataset_name: C20 +- table_name: c20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 6 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 44819 +- important_fields: +- white_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 strength. +- white_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 file. +- white_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 rank. +- black_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 strength. +- black_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 file. +- black_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 rank. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['white_piece0_strength', 'white_piece0_file', 'class'], ['white_piece0_strength', 'white_piece0_strength', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/41027 + +SQLite schema snapshot: +{ + "table_name": "c20", + "quoted_table_name": "\"c20\"", + "row_count": 44819, + "columns": [ + { + "name": "white_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "white_piece0_strength": "0", + "white_piece0_file": "1", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "2", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "4", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "5", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "6", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c20", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=black_piece0_file, measure_col=black_piece0_file.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "black_piece0_file", + "measure_col": "black_piece0_file", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_d62d851db33bd500/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_d62d851db33bd500/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..05bbad1b86968e364820b850c5bdc07b81073682 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_d62d851db33bd500/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c20 +- dataset_name: C20 +- table_name: c20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 6 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 44819 +- important_fields: +- white_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 strength. +- white_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 file. +- white_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 rank. +- black_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 strength. +- black_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 file. +- black_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 rank. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['white_piece0_strength', 'white_piece0_file', 'class'], ['white_piece0_strength', 'white_piece0_strength', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/41027 + +SQLite schema snapshot: +{ + "table_name": "c20", + "quoted_table_name": "\"c20\"", + "row_count": 44819, + "columns": [ + { + "name": "white_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "white_piece0_strength": "0", + "white_piece0_file": "1", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "2", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "4", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "5", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "6", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c20", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=black_piece0_file, measure_col=black_piece0_file.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "black_piece0_file", + "measure_col": "black_piece0_file", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_d62d851db33bd500/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_d62d851db33bd500/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..98df16b01f5f0cd56d29c69382dd9a3d664d56ed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_d62d851db33bd500/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-6e34-7930-afea-1a38200fcc5f"} +{"type":"turn.started"} +{"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_e/c20/artifacts/v2q_c20_d62d851db33bd500/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_d62d851db33bd500/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..aad481a3870bb2439c29df183935f43b9747556d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_d62d851db33bd500/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-6e34-7930-afea-1a38200fcc5f"} +{"type":"turn.started"} +{"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_e/c20/artifacts/v2q_c20_d62d851db33bd500/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_d62d851db33bd500/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0e5eb6c8666c56850f32379c6fc805ebab86ab2b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_d62d851db33bd500/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-7e27-70a1-88e0-c6ecea1f3667"} +{"type":"turn.started"} +{"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_e/c20/artifacts/v2q_c20_d62d851db33bd500/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_d62d851db33bd500/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3dfd6f2026acad75c190e330b9f04474858c26a7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_d62d851db33bd500/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-7e27-70a1-88e0-c6ecea1f3667"} +{"type":"turn.started"} +{"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_e/c20/artifacts/v2q_c20_d62d851db33bd500/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_d62d851db33bd500/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_d62d851db33bd500/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_d62d851db33bd500/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_f666ba555ed2be93/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_f666ba555ed2be93/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..da5b25dbeed12bea6db60c15eef0e27d303784c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_f666ba555ed2be93/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:18.591423+00:00", + "ended_at": "2026-05-19T16:10:21.274376+00:00", + "elapsed_ms": 2682.93, + "returncode": 1, + "prompt_metrics": { + "chars": 6365, + "bytes_utf8": 6365, + "lines": 182, + "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_e/c20/artifacts/v2q_c20_f666ba555ed2be93/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_f666ba555ed2be93/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a9247e1ac0aada32d12ff1fc720b60126afb022b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_f666ba555ed2be93/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:22.275953+00:00", + "ended_at": "2026-05-19T16:10:25.272232+00:00", + "elapsed_ms": 2996.25, + "returncode": 1, + "prompt_metrics": { + "chars": 6365, + "bytes_utf8": 6365, + "lines": 182, + "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_e/c20/artifacts/v2q_c20_f666ba555ed2be93/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_f666ba555ed2be93/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e87469b0d221cfb6d53128193a6aac6fe84a4859 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_f666ba555ed2be93/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,182 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c20 +- dataset_name: C20 +- table_name: c20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 6 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 44819 +- important_fields: +- white_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 strength. +- white_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 file. +- white_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 rank. +- black_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 strength. +- black_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 file. +- black_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 rank. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['white_piece0_strength', 'white_piece0_file', 'class'], ['white_piece0_strength', 'white_piece0_strength', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/41027 + +SQLite schema snapshot: +{ + "table_name": "c20", + "quoted_table_name": "\"c20\"", + "row_count": 44819, + "columns": [ + { + "name": "white_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "white_piece0_strength": "0", + "white_piece0_file": "1", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "2", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "4", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "5", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "6", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c20", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=black_piece0_rank, measure_col=black_piece0_strength.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "black_piece0_rank", + "measure_col": "black_piece0_strength", + "item_col": "class", + "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": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_f666ba555ed2be93/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_f666ba555ed2be93/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e87469b0d221cfb6d53128193a6aac6fe84a4859 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_f666ba555ed2be93/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,182 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c20 +- dataset_name: C20 +- table_name: c20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 6 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 44819 +- important_fields: +- white_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 strength. +- white_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 file. +- white_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 rank. +- black_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 strength. +- black_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 file. +- black_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 rank. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['white_piece0_strength', 'white_piece0_file', 'class'], ['white_piece0_strength', 'white_piece0_strength', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/41027 + +SQLite schema snapshot: +{ + "table_name": "c20", + "quoted_table_name": "\"c20\"", + "row_count": 44819, + "columns": [ + { + "name": "white_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "white_piece0_strength": "0", + "white_piece0_file": "1", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "2", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "4", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "5", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "6", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c20", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=black_piece0_rank, measure_col=black_piece0_strength.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "black_piece0_rank", + "measure_col": "black_piece0_strength", + "item_col": "class", + "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": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_f666ba555ed2be93/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_f666ba555ed2be93/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d0bad36e41e73725091ec36f1e10b9d12e67b4b4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_f666ba555ed2be93/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-995b-7d43-ba8d-57b62a2c8b18"} +{"type":"turn.started"} +{"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_e/c20/artifacts/v2q_c20_f666ba555ed2be93/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_f666ba555ed2be93/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d3638b713d6455c083bc9d099e0ae29c68704a62 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_f666ba555ed2be93/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-995b-7d43-ba8d-57b62a2c8b18"} +{"type":"turn.started"} +{"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_e/c20/artifacts/v2q_c20_f666ba555ed2be93/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_f666ba555ed2be93/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..809e02f972fbea1137e5c6e6d568eaa88a6101d9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_f666ba555ed2be93/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-a7ee-78b0-88ca-0694cb667443"} +{"type":"turn.started"} +{"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_e/c20/artifacts/v2q_c20_f666ba555ed2be93/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_f666ba555ed2be93/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5f66adaaa368e45d8dddb871d95a1ef4e3a82608 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_f666ba555ed2be93/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-a7ee-78b0-88ca-0694cb667443"} +{"type":"turn.started"} +{"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_e/c20/artifacts/v2q_c20_f666ba555ed2be93/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_f666ba555ed2be93/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_f666ba555ed2be93/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_f666ba555ed2be93/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391