diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_165d40cddd001949/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_165d40cddd001949/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..86348d9f74ee5102b97368453a3bbd80c3d2eb33 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_165d40cddd001949/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:05:14.859044+00:00", + "ended_at": "2026-05-19T16:05:18.333345+00:00", + "elapsed_ms": 3474.27, + "returncode": 1, + "prompt_metrics": { + "chars": 5933, + "bytes_utf8": 5933, + "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_165d40cddd001949/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_165d40cddd001949/cli/sql_prompt_attempt_2.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_2.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c20 +- dataset_name: C20 +- table_name: c20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 6 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 44819 +- important_fields: +- white_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 strength. +- white_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 file. +- white_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 rank. +- black_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 strength. +- black_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 file. +- black_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 rank. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['white_piece0_strength', 'white_piece0_file', 'class'], ['white_piece0_strength', 'white_piece0_strength', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/41027 + +SQLite schema snapshot: +{ + "table_name": "c20", + "quoted_table_name": "\"c20\"", + "row_count": 44819, + "columns": [ + { + "name": "white_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "white_piece0_strength": "0", + "white_piece0_file": "1", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "2", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "4", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "5", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "6", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c20", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=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.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_165d40cddd001949/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6a36f4d241bfee96ca8d95b1ba7154920267eaa1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_165d40cddd001949/cli/sql_response_attempt_1.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."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_165d40cddd001949/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_165d40cddd001949/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_31b6940af8bcf18d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_31b6940af8bcf18d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..232fde3aa287b14d3ad49e90039707267977c50d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_31b6940af8bcf18d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:13:39.922613+00:00", + "ended_at": "2026-05-19T16:13:44.072627+00:00", + "elapsed_ms": 4149.98, + "returncode": 1, + "prompt_metrics": { + "chars": 6100, + "bytes_utf8": 6100, + "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_31b6940af8bcf18d/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_31b6940af8bcf18d/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2529d0da8d781c181778c64e83598aff15fac2e9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_31b6940af8bcf18d/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:13:45.074186+00:00", + "ended_at": "2026-05-19T16:13:48.157299+00:00", + "elapsed_ms": 3083.08, + "returncode": 1, + "prompt_metrics": { + "chars": 6100, + "bytes_utf8": 6100, + "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_31b6940af8bcf18d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_31b6940af8bcf18d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ed03c77c2bd58adca503ddf77b41d5962a810970 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_31b6940af8bcf18d/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_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c20", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=black_piece0_rank.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "black_piece0_rank", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 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": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_31b6940af8bcf18d/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_31b6940af8bcf18d/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ed03c77c2bd58adca503ddf77b41d5962a810970 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_31b6940af8bcf18d/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_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c20", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=black_piece0_rank.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "black_piece0_rank", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 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": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_31b6940af8bcf18d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_31b6940af8bcf18d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b17d4336f3bbea7a860b71ef820d2210dd623ada --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_31b6940af8bcf18d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-abcb-7302-9519-0ae9b50547a4"} +{"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_31b6940af8bcf18d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_31b6940af8bcf18d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d5bc0299b619433898d4b6eab7a9e48b08ea8b97 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_31b6940af8bcf18d/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-abcb-7302-9519-0ae9b50547a4"} +{"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_31b6940af8bcf18d/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_31b6940af8bcf18d/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3779ac0080e91cc43381748d7df482878a92631d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_31b6940af8bcf18d/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-bfe3-74b1-ae54-f78ab54dff97"} +{"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_31b6940af8bcf18d/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_31b6940af8bcf18d/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d72f9f328c0969ae5d97029037c256efa5af97c8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_31b6940af8bcf18d/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-bfe3-74b1-ae54-f78ab54dff97"} +{"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_31b6940af8bcf18d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_31b6940af8bcf18d/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_31b6940af8bcf18d/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_31b6940af8bcf18d/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_35b8cad3a22642f0/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_35b8cad3a22642f0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3957e66af2db0b7f0f760ad390db0f94ead67a75 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_35b8cad3a22642f0/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_rank, measure_col=black_piece0_strength.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "black_piece0_rank", + "measure_col": "black_piece0_strength", + "item_col": "class", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_35b8cad3a22642f0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_35b8cad3a22642f0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1489d6d6983503236d9579ab3eb06ea0ee8b1238 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_35b8cad3a22642f0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-7d91-7393-8ba8-aa0c4fb850b2"} +{"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_35b8cad3a22642f0/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_35b8cad3a22642f0/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e62ecd8ab69e2b22637405fcaf22644fb08ba28e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_35b8cad3a22642f0/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-8dd1-7792-9f78-1d5a492d7a7b"} +{"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_35b8cad3a22642f0/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_35b8cad3a22642f0/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_4ffff7bd2970e07f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_4ffff7bd2970e07f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..de1424e103a67e3ecee80bc3ec6af6cedb9a6bab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_4ffff7bd2970e07f/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": "2026-05-19T16:24:05.800102+00:00", + "ended_at": "2026-05-19T16:24:15.317929+00:00", + "elapsed_ms": 9517.77, + "returncode": 1, + "prompt_metrics": { + "chars": 5866, + "bytes_utf8": 5866, + "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_4ffff7bd2970e07f/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_4ffff7bd2970e07f/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..96785ae34e8c15c6c2eb6b8608d414efc1085ff6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_4ffff7bd2970e07f/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": "2026-05-19T16:24:16.321454+00:00", + "ended_at": "2026-05-19T16:24:19.851656+00:00", + "elapsed_ms": 3530.13, + "returncode": 1, + "prompt_metrics": { + "chars": 5866, + "bytes_utf8": 5866, + "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_4ffff7bd2970e07f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_4ffff7bd2970e07f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cb97a67f6371bc52d19d5c64917c15180be0b378 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_4ffff7bd2970e07f/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_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_rank.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "black_piece0_rank", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 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 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_4ffff7bd2970e07f/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_4ffff7bd2970e07f/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..cb97a67f6371bc52d19d5c64917c15180be0b378 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_4ffff7bd2970e07f/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_rank.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "black_piece0_rank", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 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 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_4ffff7bd2970e07f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_4ffff7bd2970e07f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..712fdc2fb7e2ba2220b9d4b78ce1a35ae0c53768 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_4ffff7bd2970e07f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-3906-7531-87db-507cf3dc7499"} +{"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_4ffff7bd2970e07f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_4ffff7bd2970e07f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8289a7adbcb654b16bdb11bd4b922c72fbaf318d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_4ffff7bd2970e07f/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-3906-7531-87db-507cf3dc7499"} +{"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_4ffff7bd2970e07f/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_4ffff7bd2970e07f/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c09288c063c250770f62364416f747fe8142495c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_4ffff7bd2970e07f/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-6247-7b42-889d-1a79bb73c65c"} +{"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_4ffff7bd2970e07f/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_4ffff7bd2970e07f/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..790ef373ca4cacc16c13346683f76d0cdf00bea5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_4ffff7bd2970e07f/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-6247-7b42-889d-1a79bb73c65c"} +{"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_4ffff7bd2970e07f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_4ffff7bd2970e07f/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_4ffff7bd2970e07f/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_4ffff7bd2970e07f/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_8f589ef7e9080d3a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_8f589ef7e9080d3a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..98c4d888f0dd763e94b4e8d744871834e6c39de3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_8f589ef7e9080d3a/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": "2026-05-19T16:24:56.792501+00:00", + "ended_at": "2026-05-19T16:24:59.963437+00:00", + "elapsed_ms": 3170.9, + "returncode": 1, + "prompt_metrics": { + "chars": 5921, + "bytes_utf8": 5921, + "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_8f589ef7e9080d3a/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_8f589ef7e9080d3a/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6d4b4ee0a735786d316795ab84c5d2cbce15fc9b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_8f589ef7e9080d3a/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:25:00.965851+00:00", + "ended_at": "2026-05-19T16:25:04.180953+00:00", + "elapsed_ms": 3215.05, + "returncode": 1, + "prompt_metrics": { + "chars": 5921, + "bytes_utf8": 5921, + "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_8f589ef7e9080d3a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_8f589ef7e9080d3a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5e10f8006829c381838b3b54d56b2b94491bdd49 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_8f589ef7e9080d3a/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_file.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "white_piece0_file", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 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_8f589ef7e9080d3a/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_8f589ef7e9080d3a/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5e10f8006829c381838b3b54d56b2b94491bdd49 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_8f589ef7e9080d3a/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_file.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "white_piece0_file", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 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_8f589ef7e9080d3a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_8f589ef7e9080d3a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c02be265f1809c340fae4a41c1ea68f1053926af --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_8f589ef7e9080d3a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-0052-70a0-97ec-49a9d81e2636"} +{"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_8f589ef7e9080d3a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_8f589ef7e9080d3a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f6c2ad2f6de7f18575276aa1a6e7c008be55ffcd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_8f589ef7e9080d3a/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-0052-70a0-97ec-49a9d81e2636"} +{"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_8f589ef7e9080d3a/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_8f589ef7e9080d3a/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d601bd3186a985a25995120539f6ae9780c0ce6f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_8f589ef7e9080d3a/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-108b-73e3-9549-4837c0ae8118"} +{"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_8f589ef7e9080d3a/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_8f589ef7e9080d3a/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..135ed9b9f8b49fc507d88794470481cddd066ef7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_8f589ef7e9080d3a/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-108b-73e3-9549-4837c0ae8118"} +{"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_8f589ef7e9080d3a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_8f589ef7e9080d3a/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_8f589ef7e9080d3a/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_8f589ef7e9080d3a/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_9c959572b16f78c4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_9c959572b16f78c4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..29d4ee3641d58c7ed1fe6b46f53f24d1fd1bc2bc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_9c959572b16f78c4/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:16:49.810257+00:00", + "ended_at": "2026-05-19T16:16:53.364183+00:00", + "elapsed_ms": 3553.88, + "returncode": 1, + "prompt_metrics": { + "chars": 6511, + "bytes_utf8": 6511, + "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_9c959572b16f78c4/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_9c959572b16f78c4/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..84486e4cedefa241ab7a763566a27dcf4508e1a1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_9c959572b16f78c4/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:16:54.366517+00:00", + "ended_at": "2026-05-19T16:16:57.539950+00:00", + "elapsed_ms": 3173.37, + "returncode": 1, + "prompt_metrics": { + "chars": 6511, + "bytes_utf8": 6511, + "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_9c959572b16f78c4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_9c959572b16f78c4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f55ed036f59d73691113d3c1ca265b2219e0a61d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_9c959572b16f78c4/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 filtered_stable_view. Focus on group_col=black_piece0_file, measure_col=black_piece0_strength.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "black_piece0_file", + "measure_col": "black_piece0_strength", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 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_9c959572b16f78c4/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_9c959572b16f78c4/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f55ed036f59d73691113d3c1ca265b2219e0a61d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_9c959572b16f78c4/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 filtered_stable_view. Focus on group_col=black_piece0_file, measure_col=black_piece0_strength.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "black_piece0_file", + "measure_col": "black_piece0_strength", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 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_9c959572b16f78c4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_9c959572b16f78c4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..09494062a2e1640f79ac02d8f7da451d254294f2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_9c959572b16f78c4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-91fa-77b0-a2a3-6ba9ebcc180b"} +{"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_9c959572b16f78c4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_9c959572b16f78c4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..485ca4c64609663924449809e57124f2e8d12f93 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_9c959572b16f78c4/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-91fa-77b0-a2a3-6ba9ebcc180b"} +{"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_9c959572b16f78c4/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_9c959572b16f78c4/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1b81c3acb999eec79681cc9c08d2e43d0c8f2921 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_9c959572b16f78c4/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-a41a-7630-a038-32570cb105ec"} +{"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_9c959572b16f78c4/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_9c959572b16f78c4/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4b88fb25fc18b010e7df017f4d32f4a6425e4b1a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_9c959572b16f78c4/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-a41a-7630-a038-32570cb105ec"} +{"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_9c959572b16f78c4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_9c959572b16f78c4/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_9c959572b16f78c4/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_9c959572b16f78c4/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_a917920a3129d677/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_a917920a3129d677/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a948e22972571b661420a0f59c7f32ffb4875a36 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_a917920a3129d677/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": "2026-05-19T16:18:02.889324+00:00", + "ended_at": "2026-05-19T16:18:05.787971+00:00", + "elapsed_ms": 2898.6, + "returncode": 1, + "prompt_metrics": { + "chars": 6141, + "bytes_utf8": 6141, + "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_a917920a3129d677/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_a917920a3129d677/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4d7756a8ee2a3320274ce05d0309ff2ec0863ead --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_a917920a3129d677/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": "2026-05-19T16:18:06.790212+00:00", + "ended_at": "2026-05-19T16:18:09.847235+00:00", + "elapsed_ms": 3056.97, + "returncode": 1, + "prompt_metrics": { + "chars": 6141, + "bytes_utf8": 6141, + "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_a917920a3129d677/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_a917920a3129d677/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5907c621c5eee829ec815c54eedd998e7401c0b6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_a917920a3129d677/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 ranked_signal_view. Focus on group_col=black_piece0_strength, measure_col=black_piece0_strength.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "black_piece0_strength", + "measure_col": "black_piece0_strength", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 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_a917920a3129d677/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_a917920a3129d677/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5907c621c5eee829ec815c54eedd998e7401c0b6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_a917920a3129d677/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 ranked_signal_view. Focus on group_col=black_piece0_strength, measure_col=black_piece0_strength.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "black_piece0_strength", + "measure_col": "black_piece0_strength", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 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_a917920a3129d677/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_a917920a3129d677/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..835c449c6ec87925713cc5ca21c1b903cfea10b3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_a917920a3129d677/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-af93-7a03-bcc8-8da2e93482f5"} +{"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_a917920a3129d677/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_a917920a3129d677/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..665dbef25e2004612bf6d09aa1054cd6630f7ac8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_a917920a3129d677/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-af93-7a03-bcc8-8da2e93482f5"} +{"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_a917920a3129d677/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_a917920a3129d677/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3186f26f57e35d3a0b3ad0d8757ada378800d136 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_a917920a3129d677/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-beb0-7503-a070-a1bf67966d86"} +{"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_a917920a3129d677/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_a917920a3129d677/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e0d8260b32410801d26053e0b1ab329d66ae2531 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_a917920a3129d677/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-beb0-7503-a070-a1bf67966d86"} +{"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_a917920a3129d677/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_a917920a3129d677/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_a917920a3129d677/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_a917920a3129d677/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_b2a34081a1e65680/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_b2a34081a1e65680/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..94c6d26587749fda49396b55a54ea94b9153a356 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_b2a34081a1e65680/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": "2026-05-19T16:20:45.354629+00:00", + "ended_at": "2026-05-19T16:20:48.326775+00:00", + "elapsed_ms": 2972.11, + "returncode": 1, + "prompt_metrics": { + "chars": 6206, + "bytes_utf8": 6206, + "lines": 183, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_b2a34081a1e65680/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_b2a34081a1e65680/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4e6518323c82b85ab02bb3460cdbf69ec601b77e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_b2a34081a1e65680/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": "2026-05-19T16:20:49.329353+00:00", + "ended_at": "2026-05-19T16:20:52.129364+00:00", + "elapsed_ms": 2799.96, + "returncode": 1, + "prompt_metrics": { + "chars": 6206, + "bytes_utf8": 6206, + "lines": 183, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_b2a34081a1e65680/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_b2a34081a1e65680/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..22199170b1d5c09861867abba0b596f4d0b041cc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_b2a34081a1e65680/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,183 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c20 +- dataset_name: C20 +- table_name: c20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 6 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 44819 +- important_fields: +- white_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 strength. +- white_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 file. +- white_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 rank. +- black_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 strength. +- black_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 file. +- black_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 rank. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['white_piece0_strength', 'white_piece0_file', 'class'], ['white_piece0_strength', 'white_piece0_strength', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/41027 + +SQLite schema snapshot: +{ + "table_name": "c20", + "quoted_table_name": "\"c20\"", + "row_count": 44819, + "columns": [ + { + "name": "white_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "white_piece0_strength": "0", + "white_piece0_file": "1", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "2", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "4", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "5", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "6", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c20", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=white_piece0_strength, condition_col=black_piece0_file.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "white_piece0_strength", + "condition_col": "black_piece0_file", + "condition_value": "0", + "positive_value": "0", + "negative_value": "6", + "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": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_b2a34081a1e65680/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_b2a34081a1e65680/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..22199170b1d5c09861867abba0b596f4d0b041cc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_b2a34081a1e65680/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,183 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c20 +- dataset_name: C20 +- table_name: c20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 6 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 44819 +- important_fields: +- white_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 strength. +- white_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 file. +- white_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 rank. +- black_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 strength. +- black_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 file. +- black_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 rank. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['white_piece0_strength', 'white_piece0_file', 'class'], ['white_piece0_strength', 'white_piece0_strength', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/41027 + +SQLite schema snapshot: +{ + "table_name": "c20", + "quoted_table_name": "\"c20\"", + "row_count": 44819, + "columns": [ + { + "name": "white_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "white_piece0_strength": "0", + "white_piece0_file": "1", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "2", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "4", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "5", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "6", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c20", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=white_piece0_strength, condition_col=black_piece0_file.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "white_piece0_strength", + "condition_col": "black_piece0_file", + "condition_value": "0", + "positive_value": "0", + "negative_value": "6", + "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": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_b2a34081a1e65680/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_b2a34081a1e65680/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4fac042614dd85b845b39caaeebe7f4642d9848d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_b2a34081a1e65680/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-29c6-7490-8bdd-21a513ac90b2"} +{"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_b2a34081a1e65680/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_b2a34081a1e65680/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..734bfc1e284edb30578edcde672d544d9ab5ed12 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_b2a34081a1e65680/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-29c6-7490-8bdd-21a513ac90b2"} +{"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_b2a34081a1e65680/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_b2a34081a1e65680/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9e60298c79ce96967101faee5da6327ce9df7dd5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_b2a34081a1e65680/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-392e-7af1-a03c-7fe6e38cdd94"} +{"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_b2a34081a1e65680/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_b2a34081a1e65680/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4ad9f5e9b7b20ad611a6911f1b4f0205dab33916 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_b2a34081a1e65680/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-392e-7af1-a03c-7fe6e38cdd94"} +{"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_b2a34081a1e65680/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_b2a34081a1e65680/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_b2a34081a1e65680/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_b2a34081a1e65680/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391