diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_165d40cddd001949/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_165d40cddd001949/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cc9c6f8d6cdfddfebbdd03201a7a2fdff44a83c4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_165d40cddd001949/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": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 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_165d40cddd001949/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_165d40cddd001949/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..39f10fbc49faceb08c3b86e90311fbc851f15fd7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_165d40cddd001949/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-f6fa-7593-a573-13fdf0d22e4a"} +{"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_165d40cddd001949/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_165d40cddd001949/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6670394fd32b3f649567ababf1c3f25397daaff8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_165d40cddd001949/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-0873-7c71-9aa0-032d80cad06d"} +{"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_2e56b37c13b65408/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_2e56b37c13b65408/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4d940fd690cbcd09d8bb11807ee7ea80ac12d89b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_2e56b37c13b65408/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": "2026-05-19T16:23:54.972089+00:00", + "ended_at": "2026-05-19T16:24:01.495301+00:00", + "elapsed_ms": 6523.17, + "returncode": 1, + "prompt_metrics": { + "chars": 5867, + "bytes_utf8": 5867, + "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_2e56b37c13b65408/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_2e56b37c13b65408/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..59096a57af3a13366322a841ffec45862062596a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_2e56b37c13b65408/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": "2026-05-19T16:24:02.499155+00:00", + "ended_at": "2026-05-19T16:24:05.795856+00:00", + "elapsed_ms": 3296.63, + "returncode": 1, + "prompt_metrics": { + "chars": 5867, + "bytes_utf8": 5867, + "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_2e56b37c13b65408/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_2e56b37c13b65408/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..61f66399375d9edd0d2d58cba8302cf7b60d6659 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_2e56b37c13b65408/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_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c20", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=black_piece0_file.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "black_piece0_file", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 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 AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_2e56b37c13b65408/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_2e56b37c13b65408/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1bcd56bebd31bdf81dc731bbc436f1de76168e21 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_2e56b37c13b65408/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-0ef1-7563-bb5c-b4eb66164657"} +{"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_2e56b37c13b65408/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_2e56b37c13b65408/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8b3918487580a43c80af3b8d172d41514ecb6d22 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_2e56b37c13b65408/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-2c39-71a3-9c1b-ca12eeca695c"} +{"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_2e56b37c13b65408/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_2e56b37c13b65408/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_3d0bdd6fc19b4cd7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_3d0bdd6fc19b4cd7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..39a5ae20b0b9be1ab8e58f64a5a450a77e69ff5c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_3d0bdd6fc19b4cd7/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:14:38.534407+00:00", + "ended_at": "2026-05-19T16:14:41.903749+00:00", + "elapsed_ms": 3369.3, + "returncode": 1, + "prompt_metrics": { + "chars": 6512, + "bytes_utf8": 6512, + "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_3d0bdd6fc19b4cd7/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_3d0bdd6fc19b4cd7/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ec2d57f31d2efd593c0d60fdfb2762f1e56213e3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_3d0bdd6fc19b4cd7/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:14:42.905306+00:00", + "ended_at": "2026-05-19T16:14:45.791080+00:00", + "elapsed_ms": 2885.73, + "returncode": 1, + "prompt_metrics": { + "chars": 6512, + "bytes_utf8": 6512, + "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_3d0bdd6fc19b4cd7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_3d0bdd6fc19b4cd7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d0a51dce845cba558ff33bd4983485551920b778 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_3d0bdd6fc19b4cd7/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=black_piece0_strength, measure_col=white_piece0_file.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "black_piece0_strength", + "measure_col": "white_piece0_file", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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_3d0bdd6fc19b4cd7/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_3d0bdd6fc19b4cd7/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d0a51dce845cba558ff33bd4983485551920b778 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_3d0bdd6fc19b4cd7/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=black_piece0_strength, measure_col=white_piece0_file.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "black_piece0_strength", + "measure_col": "white_piece0_file", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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_3d0bdd6fc19b4cd7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_3d0bdd6fc19b4cd7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cb57f4b6b54417a6144be5131471f48c2abaa759 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_3d0bdd6fc19b4cd7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-90d3-7282-a179-102e1636e750"} +{"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_3d0bdd6fc19b4cd7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_3d0bdd6fc19b4cd7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..41e6249615e60ef2b1dd11530ac7560d330c0f1a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_3d0bdd6fc19b4cd7/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-90d3-7282-a179-102e1636e750"} +{"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_3d0bdd6fc19b4cd7/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_3d0bdd6fc19b4cd7/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a321fcb7a6b94a87f162f449c05e5e9a7dbb4d34 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_3d0bdd6fc19b4cd7/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-a1f8-7af2-aa9b-42d78b5e1be0"} +{"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_3d0bdd6fc19b4cd7/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_3d0bdd6fc19b4cd7/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..cc86b2965dd7d97a84b8107993b18ef26cb7aacb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_3d0bdd6fc19b4cd7/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-a1f8-7af2-aa9b-42d78b5e1be0"} +{"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_3d0bdd6fc19b4cd7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_3d0bdd6fc19b4cd7/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_3d0bdd6fc19b4cd7/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_3d0bdd6fc19b4cd7/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_5b71b0b53e333bda/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_5b71b0b53e333bda/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..49fdb19b44e26cd09d8f1aece6a91b84323c44b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_5b71b0b53e333bda/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": "2026-05-19T16:18:43.956594+00:00", + "ended_at": "2026-05-19T16:18:47.417672+00:00", + "elapsed_ms": 3461.06, + "returncode": 1, + "prompt_metrics": { + "chars": 6129, + "bytes_utf8": 6129, + "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_5b71b0b53e333bda/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_5b71b0b53e333bda/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f39c27b9173dad6bfb6dc5de28b1fc2d9e35e8a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_5b71b0b53e333bda/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": "2026-05-19T16:18:48.419608+00:00", + "ended_at": "2026-05-19T16:18:53.152474+00:00", + "elapsed_ms": 4732.82, + "returncode": 1, + "prompt_metrics": { + "chars": 6129, + "bytes_utf8": 6129, + "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_5b71b0b53e333bda/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_5b71b0b53e333bda/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c64100295c2d3e7c06cbb3f3d600e9111147e143 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_5b71b0b53e333bda/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_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c20", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=black_piece0_rank, measure_col=black_piece0_rank.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "black_piece0_rank", + "measure_col": "black_piece0_rank", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 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},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_5b71b0b53e333bda/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_5b71b0b53e333bda/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c64100295c2d3e7c06cbb3f3d600e9111147e143 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_5b71b0b53e333bda/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_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c20", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=black_piece0_rank, measure_col=black_piece0_rank.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "black_piece0_rank", + "measure_col": "black_piece0_rank", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 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},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_5b71b0b53e333bda/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_5b71b0b53e333bda/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d2324de10a53322314283c34506bcc692797b7f7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_5b71b0b53e333bda/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-4f75-73c2-a0dd-314b72a75e9f"} +{"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_5b71b0b53e333bda/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_5b71b0b53e333bda/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..73f812e473ad91db5d6a995c55e7c903f72f2b58 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_5b71b0b53e333bda/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-4f75-73c2-a0dd-314b72a75e9f"} +{"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_5b71b0b53e333bda/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_5b71b0b53e333bda/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5734177ae9464261a872eb05a3072be9e1cf4363 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_5b71b0b53e333bda/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-60e2-7c13-98f6-47b17fa76f38"} +{"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_5b71b0b53e333bda/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_5b71b0b53e333bda/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5d5a56d182b16cc698f3208e3a8b33480d4fe0ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_5b71b0b53e333bda/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-60e2-7c13-98f6-47b17fa76f38"} +{"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_5b71b0b53e333bda/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_5b71b0b53e333bda/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_5b71b0b53e333bda/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_5b71b0b53e333bda/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_6621158ece90f49f/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_6621158ece90f49f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c7aee2b392c9e099969dcf6c4b72a1f7d92544ba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_6621158ece90f49f/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5948, "bytes_utf8": 5948, "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": 417, "bytes_utf8": 417, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13807, "cached_input_tokens": 12032, "output_tokens": 409, "reasoning_output_tokens": 301}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_6621158ece90f49f/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_6621158ece90f49f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..03fa53f2b53510cf7d82098dbbcd125fdf29c5fd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_6621158ece90f49f/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_6621158ece90f49f", + "api_calls": 0, + "input_tokens": 13807, + "cached_input_tokens": 12032, + "output_tokens": 409, + "total_tokens": 14216, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10087.41, + "sql_execution_elapsed_ms_total": 15.58, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_6621158ece90f49f/cli/conversation.jsonl", + "note": "Executed through a 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_6621158ece90f49f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_6621158ece90f49f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7c1445bbd06ebc2267dcdccdeca33bf2f727a718 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_6621158ece90f49f/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": "2026-05-19T16:05:40.739032+00:00", + "ended_at": "2026-05-19T16:05:50.826486+00:00", + "elapsed_ms": 10087.41, + "prompt_metrics": { + "chars": 5948, + "bytes_utf8": 5948, + "lines": 180, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 771, + "bytes_utf8": 771, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 417, + "bytes_utf8": 417, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13807, + "cached_input_tokens": 12032, + "output_tokens": 409, + "reasoning_output_tokens": 301 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_6621158ece90f49f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_6621158ece90f49f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1ff17f3c231891c0e89740143db759bbef56a857 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_6621158ece90f49f/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": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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_6621158ece90f49f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_6621158ece90f49f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..36aaea95327b1c77a161824ebf1f988b15e026d9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_6621158ece90f49f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-5c32-7082-ba92-0808fe9626e1"} +{"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_rank\\\" AS INTEGER)) AS total_measure\\nFROM \\\"c20\\\"\\nGROUP BY \\\"white_piece0_file\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the requested grouped-sum template with group_col=\\\"white_piece0_file\\\" and measure_col=\\\"white_piece0_rank\\\". CAST is applied because the schema stores these numeric-looking fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13807,"cached_input_tokens":12032,"output_tokens":409,"reasoning_output_tokens":301}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_6621158ece90f49f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_6621158ece90f49f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..87b3552f0fc6856c30dbbf36236cac78eeed8590 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_6621158ece90f49f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"white_piece0_file\", SUM(CAST(\"white_piece0_rank\" AS INTEGER)) AS total_measure\nFROM \"c20\"\nGROUP BY \"white_piece0_file\"\nORDER BY total_measure DESC;","notes":"Used the requested grouped-sum template with group_col=\"white_piece0_file\" and measure_col=\"white_piece0_rank\". CAST is applied because the schema stores these numeric-looking fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_6621158ece90f49f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_6621158ece90f49f/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_8fdd17cdfdf37c35/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_8fdd17cdfdf37c35/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..79b1510e6f473906690f3f8e021da934f6d273b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_8fdd17cdfdf37c35/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:15:52.938442+00:00", + "ended_at": "2026-05-19T16:15:56.155320+00:00", + "elapsed_ms": 3216.85, + "returncode": 1, + "prompt_metrics": { + "chars": 6510, + "bytes_utf8": 6510, + "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_8fdd17cdfdf37c35/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_8fdd17cdfdf37c35/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..26bd762c35f9fa256b033152d752f387c5c4ec60 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_8fdd17cdfdf37c35/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:15:57.157173+00:00", + "ended_at": "2026-05-19T16:16:00.269444+00:00", + "elapsed_ms": 3112.23, + "returncode": 1, + "prompt_metrics": { + "chars": 6510, + "bytes_utf8": 6510, + "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_8fdd17cdfdf37c35/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_8fdd17cdfdf37c35/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..52f754def236941a3a30f16ffe6a2340d1bb913c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_8fdd17cdfdf37c35/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_file, measure_col=white_piece0_strength.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "white_piece0_file", + "measure_col": "white_piece0_strength", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, 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_8fdd17cdfdf37c35/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_8fdd17cdfdf37c35/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..52f754def236941a3a30f16ffe6a2340d1bb913c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_8fdd17cdfdf37c35/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_file, measure_col=white_piece0_strength.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "white_piece0_file", + "measure_col": "white_piece0_strength", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, 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_8fdd17cdfdf37c35/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_8fdd17cdfdf37c35/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1d32a94f47dffd8cdb669563893c988dffcc8bdd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_8fdd17cdfdf37c35/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-b365-7b10-ab1c-cec6cf219751"} +{"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_8fdd17cdfdf37c35/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_8fdd17cdfdf37c35/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..67502bd9097df8efa55725d00668012abfcdf047 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_8fdd17cdfdf37c35/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-b365-7b10-ab1c-cec6cf219751"} +{"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_8fdd17cdfdf37c35/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_8fdd17cdfdf37c35/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f0f94cebbe1c90ac316fbbb95e8f102188cd7612 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_8fdd17cdfdf37c35/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-c40a-79f2-810f-9ed3f7a5f30b"} +{"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_8fdd17cdfdf37c35/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_8fdd17cdfdf37c35/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1cf579b96265a152a4113b9659f0fef8e0248c6b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_8fdd17cdfdf37c35/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-c40a-79f2-810f-9ed3f7a5f30b"} +{"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_8fdd17cdfdf37c35/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_8fdd17cdfdf37c35/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_8fdd17cdfdf37c35/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_8fdd17cdfdf37c35/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_8ff97511a952fd2c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_8ff97511a952fd2c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2ae2f92bbea3754b0fd4e83c89c26f94d9cae9b1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_8ff97511a952fd2c/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": "2026-05-19T16:26:36.685251+00:00", + "ended_at": "2026-05-19T16:26:40.101514+00:00", + "elapsed_ms": 3416.19, + "returncode": 1, + "prompt_metrics": { + "chars": 5929, + "bytes_utf8": 5929, + "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_8ff97511a952fd2c/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_8ff97511a952fd2c/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0d5aa85f03bf034462431534f9b628efeb19fafb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_8ff97511a952fd2c/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": "2026-05-19T16:26:41.104057+00:00", + "ended_at": "2026-05-19T16:26:44.556277+00:00", + "elapsed_ms": 3452.16, + "returncode": 1, + "prompt_metrics": { + "chars": 5929, + "bytes_utf8": 5929, + "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_8ff97511a952fd2c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_8ff97511a952fd2c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..363f8c5aa569aeef1b1f692e6b3cd968c01115c1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_8ff97511a952fd2c/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_set_consistency with semantic role count_distribution. Focus on group_col=white_piece0_strength.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "white_piece0_strength", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 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_8ff97511a952fd2c/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_8ff97511a952fd2c/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..363f8c5aa569aeef1b1f692e6b3cd968c01115c1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_8ff97511a952fd2c/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_set_consistency with semantic role count_distribution. Focus on group_col=white_piece0_strength.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "white_piece0_strength", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 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_8ff97511a952fd2c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_8ff97511a952fd2c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a44814f9128c24de568f48a6acec24e14f85c0df --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_8ff97511a952fd2c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-8670-7653-a0fe-c2fc19b0ab43"} +{"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_8ff97511a952fd2c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_8ff97511a952fd2c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b3c17d8acec590beb109b13f5eefdf6dfda17df4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_8ff97511a952fd2c/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-8670-7653-a0fe-c2fc19b0ab43"} +{"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_8ff97511a952fd2c/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_8ff97511a952fd2c/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8c9e250562125ee8e38d01c4b819691ec86bc0e7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_8ff97511a952fd2c/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-97bb-7b10-8cb8-14bb1aef0dfd"} +{"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_8ff97511a952fd2c/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_8ff97511a952fd2c/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4b0991af4b7bcabf89a87419b9c62a2d0660d78c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_8ff97511a952fd2c/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-97bb-7b10-8cb8-14bb1aef0dfd"} +{"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_8ff97511a952fd2c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_8ff97511a952fd2c/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_8ff97511a952fd2c/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_8ff97511a952fd2c/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_93726efd3629938a/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_93726efd3629938a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7b5573e3926e7c77ef09456e671b0bd3828e2e2d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_93726efd3629938a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6380, "bytes_utf8": 6380, "lines": 182, "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": 741, "bytes_utf8": 741, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13927, "cached_input_tokens": 12032, "output_tokens": 652, "reasoning_output_tokens": 462}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_93726efd3629938a/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_93726efd3629938a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b3562984c4a12d9e6d695afb5fe4a4e6161f09a2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_93726efd3629938a/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_93726efd3629938a", + "api_calls": 0, + "input_tokens": 13927, + "cached_input_tokens": 12032, + "output_tokens": 652, + "total_tokens": 14579, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12185.42, + "sql_execution_elapsed_ms_total": 25.16, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_93726efd3629938a/cli/conversation.jsonl", + "note": "Executed through a 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_93726efd3629938a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_93726efd3629938a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b0397312cd899f1f8d79706f127ae2a33507c2e9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_93726efd3629938a/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": "2026-05-19T16:07:25.604393+00:00", + "ended_at": "2026-05-19T16:07:37.789840+00:00", + "elapsed_ms": 12185.42, + "prompt_metrics": { + "chars": 6380, + "bytes_utf8": 6380, + "lines": 182, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1121, + "bytes_utf8": 1121, + "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": 741, + "bytes_utf8": 741, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13927, + "cached_input_tokens": 12032, + "output_tokens": 652, + "reasoning_output_tokens": 462 + } + }, + "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_93726efd3629938a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_93726efd3629938a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..59b04d66a108a89773645123ff715a25e3303c90 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_93726efd3629938a/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=black_piece0_strength, measure_col=white_piece0_strength.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "black_piece0_strength", + "measure_col": "white_piece0_strength", + "item_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": 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_93726efd3629938a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_93726efd3629938a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0397a733dace7c08efc5c832888464d5548c8e6b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_93726efd3629938a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-f5c8-7ab2-a14e-8616bf5ebb25"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"black_piece0_strength\\\", \\\"black_piece0_file\\\",\\n SUM(CAST(\\\"white_piece0_strength\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"white_piece0_strength\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"white_piece0_strength\\\" AS REAL))) OVER (PARTITION BY \\\"black_piece0_strength\\\") AS share_within_group\\nFROM \\\"c20\\\"\\nGROUP BY \\\"black_piece0_strength\\\", \\\"black_piece0_file\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the Within-Group Share of Total template with group_col=\\\"black_piece0_strength\\\", item_col=\\\"black_piece0_file\\\", and measure_col=\\\"white_piece0_strength\\\". Cast the measure from TEXT to REAL because the schema stores numeric-looking values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13927,"cached_input_tokens":12032,"output_tokens":652,"reasoning_output_tokens":462}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_93726efd3629938a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_93726efd3629938a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c87e8250e5d625c9dddf2fc564605c71d7167997 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_93726efd3629938a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"black_piece0_strength\", \"black_piece0_file\",\n SUM(CAST(\"white_piece0_strength\" AS REAL)) AS total_measure,\n SUM(CAST(\"white_piece0_strength\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"white_piece0_strength\" AS REAL))) OVER (PARTITION BY \"black_piece0_strength\") AS share_within_group\nFROM \"c20\"\nGROUP BY \"black_piece0_strength\", \"black_piece0_file\"\nORDER BY share_within_group DESC;","notes":"Applied the Within-Group Share of Total template with group_col=\"black_piece0_strength\", item_col=\"black_piece0_file\", and measure_col=\"white_piece0_strength\". Cast the measure from TEXT to REAL because the schema stores numeric-looking values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_93726efd3629938a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_93726efd3629938a/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_a3bf958634457d55/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_a3bf958634457d55/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0543d0be4b03952a0cc5bd428b5ce9fe46a6f9fe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_a3bf958634457d55/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:46.707140+00:00", + "ended_at": "2026-05-19T16:12:49.920306+00:00", + "elapsed_ms": 3213.14, + "returncode": 1, + "prompt_metrics": { + "chars": 6253, + "bytes_utf8": 6253, + "lines": 184, + "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_a3bf958634457d55/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_a3bf958634457d55/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6e1ff759a1f9b910ffe2bf3765f7efce8d570320 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_a3bf958634457d55/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:50.921801+00:00", + "ended_at": "2026-05-19T16:12:53.589861+00:00", + "elapsed_ms": 2668.03, + "returncode": 1, + "prompt_metrics": { + "chars": 6253, + "bytes_utf8": 6253, + "lines": 184, + "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_a3bf958634457d55/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_a3bf958634457d55/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..22bfd831f6d5e706a4eede48e6834752e7df2862 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_a3bf958634457d55/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,184 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_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_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c20", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=white_piece0_rank, group_col_2=black_piece0_rank.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "white_piece0_rank", + "group_col_2": "black_piece0_rank", + "predicate_col": "class", + "predicate_op": "=", + "predicate_value": "b", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 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}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_a3bf958634457d55/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_a3bf958634457d55/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..22bfd831f6d5e706a4eede48e6834752e7df2862 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_a3bf958634457d55/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,184 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_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_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c20", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=white_piece0_rank, group_col_2=black_piece0_rank.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "white_piece0_rank", + "group_col_2": "black_piece0_rank", + "predicate_col": "class", + "predicate_op": "=", + "predicate_value": "b", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 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}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_a3bf958634457d55/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_a3bf958634457d55/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c1859cf32060a55f000ed62d98778c4ea7bb3987 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_a3bf958634457d55/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-dbf5-7fa1-91e7-68e8e24c4073"} +{"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_a3bf958634457d55/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_a3bf958634457d55/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e66b36bbf5eafcff680aa0a232707dfa0ae7ff18 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_a3bf958634457d55/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-dbf5-7fa1-91e7-68e8e24c4073"} +{"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_a3bf958634457d55/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_a3bf958634457d55/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..52983016130f0fcfcc67e80a7e2c8e98a39a9dce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_a3bf958634457d55/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-ec5c-7ea2-a3aa-12ccd6623ea4"} +{"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_a3bf958634457d55/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_a3bf958634457d55/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..88d21d53bc51109a6aafa892c4aef88c4b4f93b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_a3bf958634457d55/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-ec5c-7ea2-a3aa-12ccd6623ea4"} +{"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_a3bf958634457d55/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_a3bf958634457d55/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_a3bf958634457d55/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_a3bf958634457d55/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_f47a2160708536e2/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_f47a2160708536e2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c9b4c2c69eabf6a16a864f5122610d19ffcd5d25 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_f47a2160708536e2/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": "2026-05-19T16:17:39.166894+00:00", + "ended_at": "2026-05-19T16:17:42.722680+00:00", + "elapsed_ms": 3555.74, + "returncode": 1, + "prompt_metrics": { + "chars": 6129, + "bytes_utf8": 6129, + "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_f47a2160708536e2/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_f47a2160708536e2/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..678e8d128a134b54c97a55be6ae2d6be9e3735ef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_f47a2160708536e2/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": "2026-05-19T16:17:43.725754+00:00", + "ended_at": "2026-05-19T16:17:46.797580+00:00", + "elapsed_ms": 3071.75, + "returncode": 1, + "prompt_metrics": { + "chars": 6129, + "bytes_utf8": 6129, + "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_f47a2160708536e2/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_f47a2160708536e2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b41ddd7db7989e46b3a716126a8e1bb6425f92c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_f47a2160708536e2/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_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c20", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=white_piece0_file, measure_col=white_piece0_file.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "white_piece0_file", + "measure_col": "white_piece0_file", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_f47a2160708536e2/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_f47a2160708536e2/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b41ddd7db7989e46b3a716126a8e1bb6425f92c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_f47a2160708536e2/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_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c20", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=white_piece0_file, measure_col=white_piece0_file.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "white_piece0_file", + "measure_col": "white_piece0_file", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_f47a2160708536e2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_f47a2160708536e2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cec33713842d39ffdbb70b9dbbf505ee2c672824 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_f47a2160708536e2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-52db-76b0-a9b8-8fe18245e5a2"} +{"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_f47a2160708536e2/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_f47a2160708536e2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..859dd52d35ccbb8a8cc2f6e1e8e58ccd9e428785 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_f47a2160708536e2/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-52db-76b0-a9b8-8fe18245e5a2"} +{"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_f47a2160708536e2/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_f47a2160708536e2/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ef66e34409d9e8f550eeead8027eeeda3142d40c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_f47a2160708536e2/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-64ba-7383-8b77-df2177a3ca71"} +{"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_f47a2160708536e2/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_f47a2160708536e2/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c57452e017d541a4a40208f5e2195c2ed152ba15 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_f47a2160708536e2/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-64ba-7383-8b77-df2177a3ca71"} +{"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_f47a2160708536e2/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_f47a2160708536e2/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_f47a2160708536e2/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_f47a2160708536e2/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_f4b1042a558c557b/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_f4b1042a558c557b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..73acf02f628eaeec3d948e26b754b126ff516829 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_f4b1042a558c557b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5848, "bytes_utf8": 5848, "lines": 178, "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": 316, "bytes_utf8": 316, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13776, "cached_input_tokens": 12032, "output_tokens": 336, "reasoning_output_tokens": 252}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_f4b1042a558c557b/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_f4b1042a558c557b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..23ef0f70d0a72c5c2547f36586b3a498b9716012 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_f4b1042a558c557b/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_f4b1042a558c557b", + "api_calls": 0, + "input_tokens": 13776, + "cached_input_tokens": 12032, + "output_tokens": 336, + "total_tokens": 14112, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9190.79, + "sql_execution_elapsed_ms_total": 21.83, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_f4b1042a558c557b/cli/conversation.jsonl", + "note": "Executed through a 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_f4b1042a558c557b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_f4b1042a558c557b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..385e75cc93e61835b9f57ad2591cf42465e2c430 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_f4b1042a558c557b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:06:13.646155+00:00", + "ended_at": "2026-05-19T16:06:22.836968+00:00", + "elapsed_ms": 9190.79, + "prompt_metrics": { + "chars": 5848, + "bytes_utf8": 5848, + "lines": 178, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 674, + "bytes_utf8": 674, + "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": 316, + "bytes_utf8": 316, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13776, + "cached_input_tokens": 12032, + "output_tokens": 336, + "reasoning_output_tokens": 252 + } + }, + "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_f4b1042a558c557b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_f4b1042a558c557b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..90b2329f39e29ba354ec19d9dd2dd005b16f4e83 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_f4b1042a558c557b/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_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c20", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=white_piece0_strength.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "white_piece0_strength", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_f4b1042a558c557b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_f4b1042a558c557b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e0356dc28b96ef5bc1c600f2a91288e6576c6771 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_f4b1042a558c557b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-dc81-7691-9751-18d80388c406"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"white_piece0_strength\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c20\\\"\\nGROUP BY \\\"white_piece0_strength\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Grouped count distribution by \\\"white_piece0_strength\\\" on the single table \\\"c20\\\" using the required template.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13776,"cached_input_tokens":12032,"output_tokens":336,"reasoning_output_tokens":252}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_f4b1042a558c557b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_f4b1042a558c557b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c1429f9d40934c2dc77f78a92dc5f1a0d8d321d3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_f4b1042a558c557b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"white_piece0_strength\", COUNT(*) AS \"row_count\"\nFROM \"c20\"\nGROUP BY \"white_piece0_strength\"\nORDER BY \"row_count\" DESC;","notes":"Grouped count distribution by \"white_piece0_strength\" on the single table \"c20\" using the required template."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_f4b1042a558c557b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_f4b1042a558c557b/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_fe98a5ea616becb8/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_fe98a5ea616becb8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..82f47705ba10607dec67d3ea0437f9529539280c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_fe98a5ea616becb8/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": "2026-05-19T16:27:33.768090+00:00", + "ended_at": "2026-05-19T16:27:37.312185+00:00", + "elapsed_ms": 3543.86, + "returncode": 1, + "prompt_metrics": { + "chars": 6034, + "bytes_utf8": 6034, + "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_fe98a5ea616becb8/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_fe98a5ea616becb8/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5ae36325d98cac87f0508a671e57e40b3e60815b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_fe98a5ea616becb8/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": "2026-05-19T16:27:38.314890+00:00", + "ended_at": "2026-05-19T16:27:41.717850+00:00", + "elapsed_ms": 3402.9, + "returncode": 1, + "prompt_metrics": { + "chars": 6034, + "bytes_utf8": 6034, + "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_fe98a5ea616becb8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_fe98a5ea616becb8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4c5d8da510d1166a1b0b2d63d2cf5601300c80e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_fe98a5ea616becb8/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 slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=white_piece0_file, measure_col=white_piece0_rank.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "white_piece0_file", + "measure_col": "white_piece0_rank", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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_fe98a5ea616becb8/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_fe98a5ea616becb8/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4c5d8da510d1166a1b0b2d63d2cf5601300c80e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_fe98a5ea616becb8/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 slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=white_piece0_file, measure_col=white_piece0_rank.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "white_piece0_file", + "measure_col": "white_piece0_rank", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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_fe98a5ea616becb8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_fe98a5ea616becb8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2e9403f26ac723d1ca5be85ef2fde65b52fcbc40 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_fe98a5ea616becb8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-659b-7e42-ba2a-fe01b32430fd"} +{"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_fe98a5ea616becb8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_fe98a5ea616becb8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5737038e5277901b119ed11dd77a79088f7ae208 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_fe98a5ea616becb8/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-659b-7e42-ba2a-fe01b32430fd"} +{"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_fe98a5ea616becb8/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_fe98a5ea616becb8/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4b9ad3053527316f1c2d457a80123ca5d425cd9e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_fe98a5ea616becb8/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-7740-77f3-b7e8-6f6a37c062b3"} +{"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_fe98a5ea616becb8/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_fe98a5ea616becb8/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..42d0d2d40d9d8bf96f28e6e20b30d3f9ccca8cb9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_fe98a5ea616becb8/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-7740-77f3-b7e8-6f6a37c062b3"} +{"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_fe98a5ea616becb8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_fe98a5ea616becb8/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_fe98a5ea616becb8/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_fe98a5ea616becb8/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391