diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_056b36243286faa5/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_056b36243286faa5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..064ae3e95f296045b84f13db8fa219a22109b19b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_056b36243286faa5/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:59:36.083395+00:00", + "ended_at": "2026-05-19T15:59:39.442631+00:00", + "elapsed_ms": 3359.21, + "returncode": 1, + "prompt_metrics": { + "chars": 16530, + "bytes_utf8": 16530, + "lines": 616, + "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_c/c11/artifacts/v2q_c11_056b36243286faa5/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_056b36243286faa5/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..39493ba347984fa93eaa39bb426a96dd16ec1179 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_056b36243286faa5/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:59:40.445695+00:00", + "ended_at": "2026-05-19T15:59:43.915017+00:00", + "elapsed_ms": 3469.28, + "returncode": 1, + "prompt_metrics": { + "chars": 16530, + "bytes_utf8": 16530, + "lines": 616, + "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_c/c11/artifacts/v2q_c11_056b36243286faa5/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_056b36243286faa5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7f6a39ede9119b6b1ce47463d336778972e3c716 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_056b36243286faa5/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,616 @@ +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: c11 +- dataset_name: Connect 4 +- table_name: c11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 42 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 67557 +- important_fields: +- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1. +- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2. +- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3. +- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4. +- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5. +- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6. +- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1. +- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2. +- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3. +- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4. +- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5. +- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6. +- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1. +- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2. +- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3. +- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4. +- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5. +- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6. +- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1. +- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2. +- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3. +- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4. +- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5. +- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6. +- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1. +- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2. +- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3. +- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4. +- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5. +- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6. +- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1. +- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2. +- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3. +- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4. +- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5. +- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6. +- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1. +- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2. +- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3. +- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4. +- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5. +- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/26/connect-4 + +SQLite schema snapshot: +{ + "table_name": "c11", + "quoted_table_name": "\"c11\"", + "row_count": 67557, + "columns": [ + { + "name": "a1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "o", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "o", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "o", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "o", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "o", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c11", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=b4.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "b4", + "predicate_col": "c2", + "predicate_op": "=", + "predicate_value": "o", + "entity_col": "b4", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_056b36243286faa5/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_056b36243286faa5/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7f6a39ede9119b6b1ce47463d336778972e3c716 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_056b36243286faa5/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,616 @@ +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: c11 +- dataset_name: Connect 4 +- table_name: c11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 42 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 67557 +- important_fields: +- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1. +- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2. +- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3. +- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4. +- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5. +- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6. +- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1. +- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2. +- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3. +- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4. +- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5. +- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6. +- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1. +- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2. +- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3. +- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4. +- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5. +- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6. +- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1. +- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2. +- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3. +- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4. +- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5. +- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6. +- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1. +- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2. +- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3. +- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4. +- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5. +- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6. +- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1. +- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2. +- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3. +- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4. +- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5. +- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6. +- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1. +- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2. +- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3. +- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4. +- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5. +- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/26/connect-4 + +SQLite schema snapshot: +{ + "table_name": "c11", + "quoted_table_name": "\"c11\"", + "row_count": 67557, + "columns": [ + { + "name": "a1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "o", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "o", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "o", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "o", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "o", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c11", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=b4.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "b4", + "predicate_col": "c2", + "predicate_op": "=", + "predicate_value": "o", + "entity_col": "b4", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_056b36243286faa5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_056b36243286faa5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..affd9820f336b5d6940e870094674b337ad23224 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_056b36243286faa5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-cba5-7380-b7a2-d6d9396313cd"} +{"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_c/c11/artifacts/v2q_c11_056b36243286faa5/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_056b36243286faa5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b7073c9fc51d8aadcd8fbf0706686202e86d0949 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_056b36243286faa5/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-cba5-7380-b7a2-d6d9396313cd"} +{"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_c/c11/artifacts/v2q_c11_056b36243286faa5/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_056b36243286faa5/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..096e9be3f58297d491d3d445457cbfb162921a00 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_056b36243286faa5/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-dc9c-77f2-942e-5d450f19a5ff"} +{"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_c/c11/artifacts/v2q_c11_056b36243286faa5/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_056b36243286faa5/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..926b81623dd672dad524239e842de1c48a95bf15 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_056b36243286faa5/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-dc9c-77f2-942e-5d450f19a5ff"} +{"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_c/c11/artifacts/v2q_c11_056b36243286faa5/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_056b36243286faa5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_056b36243286faa5/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_056b36243286faa5/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_05e1821936fc7285/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_05e1821936fc7285/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5f2d13fff87598901b03f83be4da70117240776c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_05e1821936fc7285/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16453, "bytes_utf8": 16453, "lines": 615, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 484, "bytes_utf8": 484, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17529, "cached_input_tokens": 12032, "output_tokens": 330, "reasoning_output_tokens": 194}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_05e1821936fc7285/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_05e1821936fc7285/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fa79bcde555f4b3bf20a7bdfd8a0611ecd5e6b69 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_05e1821936fc7285/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_05e1821936fc7285", + "api_calls": 0, + "input_tokens": 17529, + "cached_input_tokens": 12032, + "output_tokens": 330, + "total_tokens": 17859, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14482.71, + "sql_execution_elapsed_ms_total": 45.74, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_05e1821936fc7285/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_05e1821936fc7285/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_05e1821936fc7285/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f9ef892e3f6ea0e85382b57497d0c742f0759df2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_05e1821936fc7285/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:34:34.376388+00:00", + "ended_at": "2026-05-19T15:34:48.859137+00:00", + "elapsed_ms": 14482.71, + "prompt_metrics": { + "chars": 16453, + "bytes_utf8": 16453, + "lines": 615, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 839, + "bytes_utf8": 839, + "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": 484, + "bytes_utf8": 484, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17529, + "cached_input_tokens": 12032, + "output_tokens": 330, + "reasoning_output_tokens": 194 + } + }, + "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_c/c11/artifacts/v2q_c11_05e1821936fc7285/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_05e1821936fc7285/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5da843338a95c7f407b6b93b6927f82a9cb226ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_05e1821936fc7285/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,615 @@ +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: c11 +- dataset_name: Connect 4 +- table_name: c11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 42 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 67557 +- important_fields: +- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1. +- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2. +- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3. +- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4. +- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5. +- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6. +- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1. +- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2. +- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3. +- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4. +- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5. +- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6. +- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1. +- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2. +- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3. +- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4. +- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5. +- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6. +- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1. +- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2. +- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3. +- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4. +- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5. +- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6. +- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1. +- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2. +- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3. +- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4. +- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5. +- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6. +- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1. +- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2. +- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3. +- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4. +- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5. +- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6. +- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1. +- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2. +- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3. +- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4. +- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5. +- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/26/connect-4 + +SQLite schema snapshot: +{ + "table_name": "c11", + "quoted_table_name": "\"c11\"", + "row_count": 67557, + "columns": [ + { + "name": "a1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "o", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "o", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "o", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "o", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "o", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + } + ] +} + +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": "c11", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=e5, condition_col=e5.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "e5", + "condition_col": "e5", + "condition_value": "b", + "positive_value": "b", + "negative_value": "o", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {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_c/c11/artifacts/v2q_c11_05e1821936fc7285/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_05e1821936fc7285/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cc23e0665bc7c617c31ef5e0fa8535f090a5b2b1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_05e1821936fc7285/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40df-e186-7fa2-88cf-f3bf117a8ecb"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"e5\\\",\\n AVG(CASE WHEN \\\"e5\\\" = 'b' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c11\\\"\\nGROUP BY \\\"e5\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the required Grouped Condition Rate template with group_col=\\\"e5\\\" and condition_col=\\\"e5\\\" using condition_value='b'. Since the grouping and condition columns are the same, each group's rate is deterministic: 1 for the 'b' group and 0 for other non-null groups.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17529,"cached_input_tokens":12032,"output_tokens":330,"reasoning_output_tokens":194}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_05e1821936fc7285/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_05e1821936fc7285/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e9f422319f9e22acc66288df024ad82f8aced752 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_05e1821936fc7285/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"e5\",\n AVG(CASE WHEN \"e5\" = 'b' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c11\"\nGROUP BY \"e5\"\nORDER BY condition_rate DESC;","notes":"Applied the required Grouped Condition Rate template with group_col=\"e5\" and condition_col=\"e5\" using condition_value='b'. Since the grouping and condition columns are the same, each group's rate is deterministic: 1 for the 'b' group and 0 for other non-null groups."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_05e1821936fc7285/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_05e1821936fc7285/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_05e1821936fc7285/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_05e1821936fc7285/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4bc87567b01d6103eabb47d66feb5b275667370e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_05e1821936fc7285/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=e5, condition_col=e5. +Result preview: [{"e5": "b", "condition_rate": 1.0}, {"e5": "x", "condition_rate": 0.0}, {"e5": "o", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_05e1821936fc7285/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_05e1821936fc7285/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c28a613b67adca511f6b2c68e1c6a9136c5dbe33 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_05e1821936fc7285/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: c11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c11_05e1821936fc7285 +-- problem_id: v2p_c11_82d00dd0323f2505 +-- realization_mode: agent +-- source_kind: agent +SELECT "e5", + AVG(CASE WHEN "e5" = 'b' THEN 1 ELSE 0 END) AS condition_rate +FROM "c11" +GROUP BY "e5" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_05e1821936fc7285/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_05e1821936fc7285/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..140c48cb7bad00c88785eebd6b76f9d2866b8379 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_05e1821936fc7285/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"e5\",\n AVG(CASE WHEN \"e5\" = 'b' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c11\"\nGROUP BY \"e5\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"e5\\\",\\n AVG(CASE WHEN \\\"e5\\\" = 'b' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c11\\\"\\nGROUP BY \\\"e5\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"e5\", \"condition_rate\"], \"rows\": [{\"e5\": \"b\", \"condition_rate\": 1.0}, {\"e5\": \"x\", \"condition_rate\": 0.0}, {\"e5\": \"o\", \"condition_rate\": 0.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 45.74}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_05e1821936fc7285/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_05e1821936fc7285/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9f90f5e1ebde9ba31e94ebf388c556d05832f0b6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_05e1821936fc7285/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "c11", + "started_at": "2026-05-19T15:34:34.372564+00:00", + "ended_at": "2026-05-19T15:34:48.908730+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c11_05e1821936fc7285", + "problem_id": "v2p_c11_82d00dd0323f2505", + "dataset_id": "c11", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=e5, condition_col=e5.", + "bindings": { + "group_col": "e5", + "condition_col": "e5", + "condition_value": "b", + "positive_value": "b", + "negative_value": "o", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=28" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/sql/v2q_c11_05e1821936fc7285.sql", + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_05e1821936fc7285", + "api_calls": 0, + "input_tokens": 17529, + "cached_input_tokens": 12032, + "output_tokens": 330, + "total_tokens": 17859, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14482.71, + "sql_execution_elapsed_ms_total": 45.74, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_05e1821936fc7285/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_05e1821936fc7285/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_05e1821936fc7285/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..50f002daa50f4a7d6d4768d607af808e83a1c853 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_05e1821936fc7285/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:34:48.860751+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14482.71, "started_at": "2026-05-19T15:34:34.376388+00:00", "ended_at": "2026-05-19T15:34:48.859137+00:00", "prompt_metrics": {"chars": 16453, "bytes_utf8": 16453, "lines": 615, "estimated_tokens": null}, "response_metrics": {"chars": 484, "bytes_utf8": 484, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17529, "cached_input_tokens": 12032, "output_tokens": 330, "reasoning_output_tokens": 194}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"e5\\\",\\n AVG(CASE WHEN \\\"e5\\\" = 'b' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c11\\\"\\nGROUP BY \\\"e5\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the required Grouped Condition Rate template with group_col=\\\"e5\\\" and condition_col=\\\"e5\\\" using condition_value='b'. Since the grouping and condition columns are the same, each group's rate is deterministic: 1 for the 'b' group and 0 for other non-null groups.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_05e1821936fc7285/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_05e1821936fc7285/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a4218fe24865643b521ad9ff0d492322dbeb0aae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_05e1821936fc7285/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_05e1821936fc7285", + "api_calls": 0, + "input_tokens": 17529, + "cached_input_tokens": 12032, + "output_tokens": 330, + "total_tokens": 17859, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14482.71, + "sql_execution_elapsed_ms_total": 45.74, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_05e1821936fc7285/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0c029d9efcc60aaf/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0c029d9efcc60aaf/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..986a6451880eb2948c18b75088f2c9adb36bf779 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0c029d9efcc60aaf/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=a2, group_col_2=c5. +Result preview: [{"a2": "b", "c5": "b", "row_count": 9656}, {"a2": "o", "c5": "b", "row_count": 2140}, {"a2": "x", "c5": "b", "row_count": 1521}, {"a2": "b", "c5": "o", "row_count": 521}, {"a2": "b", "c5": "x", "row_count": 499}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0c029d9efcc60aaf/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0c029d9efcc60aaf/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b3c1a92051b7d36dade3c7e878505626a62e1490 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0c029d9efcc60aaf/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: c11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c11_0c029d9efcc60aaf +-- problem_id: v2p_c11_237cfaa17b14f7d0 +-- realization_mode: agent +-- source_kind: agent +SELECT "a2", "c5", COUNT(*) AS row_count +FROM "c11" +WHERE "c2" = 'x' +GROUP BY "a2", "c5" +ORDER BY row_count DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0c029d9efcc60aaf/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0c029d9efcc60aaf/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..79ace488b5dc959a9edbfdd740e80612cf0a186d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0c029d9efcc60aaf/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"a2\", \"c5\", COUNT(*) AS row_count\nFROM \"c11\"\nWHERE \"c2\" = 'x'\nGROUP BY \"a2\", \"c5\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"a2\\\", \\\"c5\\\", COUNT(*) AS row_count\\nFROM \\\"c11\\\"\\nWHERE \\\"c2\\\" = 'x'\\nGROUP BY \\\"a2\\\", \\\"c5\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"a2\", \"c5\", \"row_count\"], \"rows\": [{\"a2\": \"b\", \"c5\": \"b\", \"row_count\": 9656}, {\"a2\": \"o\", \"c5\": \"b\", \"row_count\": 2140}, {\"a2\": \"x\", \"c5\": \"b\", \"row_count\": 1521}, {\"a2\": \"b\", \"c5\": \"o\", \"row_count\": 521}, {\"a2\": \"b\", \"c5\": \"x\", \"row_count\": 499}, {\"a2\": \"o\", \"c5\": \"x\", \"row_count\": 43}, {\"a2\": \"o\", \"c5\": \"o\", \"row_count\": 38}, {\"a2\": \"x\", \"c5\": \"o\", \"row_count\": 28}, {\"a2\": \"x\", \"c5\": \"x\", \"row_count\": 14}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 32.82}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0c029d9efcc60aaf/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0c029d9efcc60aaf/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5437dcaa123a2cbb0fcad77721d86f0fb03a668a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0c029d9efcc60aaf/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "c11", + "started_at": "2026-05-19T15:39:43.584851+00:00", + "ended_at": "2026-05-19T15:39:54.173808+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c11_0c029d9efcc60aaf", + "problem_id": "v2p_c11_237cfaa17b14f7d0", + "dataset_id": "c11", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=a2, group_col_2=c5.", + "bindings": { + "group_col": "a2", + "group_col_2": "c5", + "predicate_col": "c2", + "predicate_op": "=", + "predicate_value": "x", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=rule", + "problem_index_within_template=9", + "sql_variant_index=1/1", + "binding_index=56" + ], + "template_selection_mode": "rule", + "selected_template_rank": 5, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/sql/v2q_c11_0c029d9efcc60aaf.sql", + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_0c029d9efcc60aaf", + "api_calls": 0, + "input_tokens": 17559, + "cached_input_tokens": 16768, + "output_tokens": 290, + "total_tokens": 17849, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10546.35, + "sql_execution_elapsed_ms_total": 32.82, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0c029d9efcc60aaf/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0c029d9efcc60aaf/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0c029d9efcc60aaf/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..651c97aa282c60cb2825c35662936ae0793ac74f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0c029d9efcc60aaf/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:39:54.138083+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10546.35, "started_at": "2026-05-19T15:39:43.590066+00:00", "ended_at": "2026-05-19T15:39:54.136454+00:00", "prompt_metrics": {"chars": 16506, "bytes_utf8": 16506, "lines": 616, "estimated_tokens": null}, "response_metrics": {"chars": 334, "bytes_utf8": 334, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17559, "cached_input_tokens": 16768, "output_tokens": 290, "reasoning_output_tokens": 180}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"a2\\\", \\\"c5\\\", COUNT(*) AS row_count\\nFROM \\\"c11\\\"\\nWHERE \\\"c2\\\" = 'x'\\nGROUP BY \\\"a2\\\", \\\"c5\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Applied the planned filtered two-dimensional group count template with group_col=\\\"a2\\\", group_col_2=\\\"c5\\\", and predicate \\\"c2\\\" = 'x'.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0c029d9efcc60aaf/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0c029d9efcc60aaf/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f87d286204ebc0072807e1eaf2318666f99f1277 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0c029d9efcc60aaf/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_0c029d9efcc60aaf", + "api_calls": 0, + "input_tokens": 17559, + "cached_input_tokens": 16768, + "output_tokens": 290, + "total_tokens": 17849, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10546.35, + "sql_execution_elapsed_ms_total": 32.82, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0c029d9efcc60aaf/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0fe902a400b18ab4/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0fe902a400b18ab4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c6967786de597538ed705e5fbfecb545a6cef5af --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0fe902a400b18ab4/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=a2, group_col_2=g3. +Result preview: [{"a2": "x", "g3": "x", "support": 425}, {"a2": "o", "g3": "o", "support": 469}, {"a2": "x", "g3": "o", "support": 529}, {"a2": "o", "g3": "x", "support": 551}, {"a2": "b", "g3": "x", "support": 3266}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0fe902a400b18ab4/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0fe902a400b18ab4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b857a4f2f15413d046744a265061fec193a553af --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0fe902a400b18ab4/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: c11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c11_0fe902a400b18ab4 +-- problem_id: v2p_c11_1b8eb0f2954fd606 +-- realization_mode: agent +-- source_kind: agent +SELECT + "a2", + "g3", + COUNT(*) AS "support" +FROM "c11" +GROUP BY "a2", "g3" +ORDER BY "support" ASC, "a2", "g3" +LIMIT 18; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0fe902a400b18ab4/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0fe902a400b18ab4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4e4aa41d869430345171966f238d6e6dff4d44b4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0fe902a400b18ab4/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"a2\",\n \"g3\",\n COUNT(*) AS \"support\"\nFROM \"c11\"\nGROUP BY \"a2\", \"g3\"\nORDER BY \"support\" ASC, \"a2\", \"g3\"\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"a2\\\",\\n \\\"g3\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a2\\\", \\\"g3\\\"\\nORDER BY \\\"support\\\" ASC, \\\"a2\\\", \\\"g3\\\"\\nLIMIT 18;\", \"columns\": [\"a2\", \"g3\", \"support\"], \"rows\": [{\"a2\": \"x\", \"g3\": \"x\", \"support\": 425}, {\"a2\": \"o\", \"g3\": \"o\", \"support\": 469}, {\"a2\": \"x\", \"g3\": \"o\", \"support\": 529}, {\"a2\": \"o\", \"g3\": \"x\", \"support\": 551}, {\"a2\": \"b\", \"g3\": \"x\", \"support\": 3266}, {\"a2\": \"b\", \"g3\": \"o\", \"support\": 3448}, {\"a2\": \"o\", \"g3\": \"b\", \"support\": 11004}, {\"a2\": \"x\", \"g3\": \"b\", \"support\": 11194}, {\"a2\": \"b\", \"g3\": \"b\", \"support\": 36671}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 46.13}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0fe902a400b18ab4/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0fe902a400b18ab4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d8e82c8e1768166ad3d852f3eda9532ebfbd5c1d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0fe902a400b18ab4/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "c11", + "started_at": "2026-05-19T15:45:34.014748+00:00", + "ended_at": "2026-05-19T15:45:46.120900+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c11_0fe902a400b18ab4", + "problem_id": "v2p_c11_1b8eb0f2954fd606", + "dataset_id": "c11", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=a2, group_col_2=g3.", + "bindings": { + "group_col": "a2", + "group_col_2": "g3", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=78" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/sql/v2q_c11_0fe902a400b18ab4.sql", + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_0fe902a400b18ab4", + "api_calls": 0, + "input_tokens": 17546, + "cached_input_tokens": 16768, + "output_tokens": 402, + "total_tokens": 17948, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12053.51, + "sql_execution_elapsed_ms_total": 46.13, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0fe902a400b18ab4/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0fe902a400b18ab4/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0fe902a400b18ab4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..32253a45f59bdda422fdb3ce7a0142910eaf3d1c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0fe902a400b18ab4/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:45:46.073053+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12053.51, "started_at": "2026-05-19T15:45:34.018782+00:00", "ended_at": "2026-05-19T15:45:46.072316+00:00", "prompt_metrics": {"chars": 16374, "bytes_utf8": 16374, "lines": 612, "estimated_tokens": null}, "response_metrics": {"chars": 336, "bytes_utf8": 336, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17546, "cached_input_tokens": 16768, "output_tokens": 402, "reasoning_output_tokens": 287}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"a2\\\",\\n \\\"g3\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a2\\\", \\\"g3\\\"\\nORDER BY \\\"support\\\" ASC, \\\"a2\\\", \\\"g3\\\"\\nLIMIT 18;\",\"notes\":\"Used the provided Pairwise Sparse Slice Count template with group_col=\\\"a2\\\", group_col_2=\\\"g3\\\", and top_k=18.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0fe902a400b18ab4/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0fe902a400b18ab4/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d32b9df284a4106547525d1ded79c39728921956 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0fe902a400b18ab4/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_0fe902a400b18ab4", + "api_calls": 0, + "input_tokens": 17546, + "cached_input_tokens": 16768, + "output_tokens": 402, + "total_tokens": 17948, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12053.51, + "sql_execution_elapsed_ms_total": 46.13, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0fe902a400b18ab4/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10032ca6e85513ae/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10032ca6e85513ae/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e6ddaf20bdec61e1300c6dc2456e61757952293 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10032ca6e85513ae/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=b6. +Result preview: [{"b6": "x", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10032ca6e85513ae/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10032ca6e85513ae/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3a227b447373b791307d048a4ca3593f3804a14b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10032ca6e85513ae/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: c11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c11_10032ca6e85513ae +-- problem_id: v2p_c11_e4c1cb16b30df41e +-- realization_mode: agent +-- source_kind: agent +SELECT "b6", COUNT(DISTINCT "b6") AS distinct_entities +FROM "c11" +WHERE "b6" = 'x' +GROUP BY "b6" +ORDER BY distinct_entities DESC +LIMIT 10; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10032ca6e85513ae/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10032ca6e85513ae/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e9c1ce2d3da47d9f98117fde11569a5080d3af8b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10032ca6e85513ae/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"b6\", COUNT(DISTINCT \"b6\") AS distinct_entities\nFROM \"c11\"\nWHERE \"b6\" = 'x'\nGROUP BY \"b6\"\nORDER BY distinct_entities DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"b6\\\", COUNT(DISTINCT \\\"b6\\\") AS distinct_entities\\nFROM \\\"c11\\\"\\nWHERE \\\"b6\\\" = 'x'\\nGROUP BY \\\"b6\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 10;\", \"columns\": [\"b6\", \"distinct_entities\"], \"rows\": [{\"b6\": \"x\", \"distinct_entities\": 1}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.1}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10032ca6e85513ae/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10032ca6e85513ae/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fef575c00badce3a35829cd44173b6ac8dc0c74a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10032ca6e85513ae/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "c11", + "started_at": "2026-05-19T15:59:53.728347+00:00", + "ended_at": "2026-05-19T16:00:03.907788+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c11_10032ca6e85513ae", + "problem_id": "v2p_c11_e4c1cb16b30df41e", + "dataset_id": "c11", + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=b6.", + "bindings": { + "group_col": "b6", + "predicate_col": "b6", + "predicate_op": "=", + "predicate_value": "x", + "entity_col": "b6", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=140" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/sql/v2q_c11_10032ca6e85513ae.sql", + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_10032ca6e85513ae", + "api_calls": 0, + "input_tokens": 17548, + "cached_input_tokens": 16768, + "output_tokens": 351, + "total_tokens": 17899, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10161.64, + "sql_execution_elapsed_ms_total": 9.1, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10032ca6e85513ae/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10032ca6e85513ae/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10032ca6e85513ae/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bf4c28ab729f2e32bab874d93b30df1c90ba0983 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10032ca6e85513ae/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T16:00:03.897066+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10161.64, "started_at": "2026-05-19T15:59:53.734588+00:00", "ended_at": "2026-05-19T16:00:03.896269+00:00", "prompt_metrics": {"chars": 16531, "bytes_utf8": 16531, "lines": 616, "estimated_tokens": null}, "response_metrics": {"chars": 467, "bytes_utf8": 467, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17548, "cached_input_tokens": 16768, "output_tokens": 351, "reasoning_output_tokens": 214}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"b6\\\", COUNT(DISTINCT \\\"b6\\\") AS distinct_entities\\nFROM \\\"c11\\\"\\nWHERE \\\"b6\\\" = 'x'\\nGROUP BY \\\"b6\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 10;\",\"notes\":\"Applied the provided template and bound roles exactly. Since \\\"group_col\\\", \\\"predicate_col\\\", and \\\"entity_col\\\" are all \\\"b6\\\" with the filter \\\"b6\\\" = 'x', the query returns the filtered \\\"b6\\\" group(s) and their distinct \\\"b6\\\" count.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10032ca6e85513ae/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10032ca6e85513ae/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..00b7eb5566a0f9f66cc7f0d96a191dc408bdd2f8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10032ca6e85513ae/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_10032ca6e85513ae", + "api_calls": 0, + "input_tokens": 17548, + "cached_input_tokens": 16768, + "output_tokens": 351, + "total_tokens": 17899, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10161.64, + "sql_execution_elapsed_ms_total": 9.1, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10032ca6e85513ae/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10095caa327daee8/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10095caa327daee8/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9a7f465f5c47f14dd3c47a138d846109c6682fdf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10095caa327daee8/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16395, "bytes_utf8": 16395, "lines": 614, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "status": "failed", "error": "AI CLI command failed with exit code 1: "} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 16395, "bytes_utf8": 16395, "lines": 614, "estimated_tokens": null}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 331, "bytes_utf8": 331, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17516, "cached_input_tokens": 16768, "output_tokens": 203, "reasoning_output_tokens": 101}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10095caa327daee8/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10095caa327daee8/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b92b3694b35d83582b7fd2ae6013e5c3f3e2b852 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10095caa327daee8/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_10095caa327daee8", + "api_calls": 0, + "input_tokens": 17516, + "cached_input_tokens": 16768, + "output_tokens": 203, + "total_tokens": 17719, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10279.8, + "sql_execution_elapsed_ms_total": 12.46, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10095caa327daee8/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10095caa327daee8/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10095caa327daee8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..49a3aa66b3d3c62c73a85a878c58129f6d12ccc1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10095caa327daee8/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:53:49.418630+00:00", + "ended_at": "2026-05-19T15:53:52.806208+00:00", + "elapsed_ms": 3387.55, + "returncode": 1, + "prompt_metrics": { + "chars": 16395, + "bytes_utf8": 16395, + "lines": 614, + "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_c/c11/artifacts/v2q_c11_10095caa327daee8/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10095caa327daee8/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..dfe633f0afa214ac5774b52291216a7773adeb1d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10095caa327daee8/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:53:53.809167+00:00", + "ended_at": "2026-05-19T15:54:00.701463+00:00", + "elapsed_ms": 6892.25, + "prompt_metrics": { + "chars": 16395, + "bytes_utf8": 16395, + "lines": 614, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 687, + "bytes_utf8": 687, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 331, + "bytes_utf8": 331, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17516, + "cached_input_tokens": 16768, + "output_tokens": 203, + "reasoning_output_tokens": 101 + } + }, + "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_c/c11/artifacts/v2q_c11_10095caa327daee8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10095caa327daee8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..74d4a4e05b908e22c5cb9bac41d76503693bb4ce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10095caa327daee8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,614 @@ +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: c11 +- dataset_name: Connect 4 +- table_name: c11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 42 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 67557 +- important_fields: +- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1. +- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2. +- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3. +- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4. +- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5. +- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6. +- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1. +- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2. +- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3. +- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4. +- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5. +- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6. +- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1. +- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2. +- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3. +- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4. +- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5. +- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6. +- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1. +- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2. +- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3. +- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4. +- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5. +- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6. +- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1. +- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2. +- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3. +- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4. +- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5. +- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6. +- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1. +- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2. +- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3. +- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4. +- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5. +- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6. +- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1. +- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2. +- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3. +- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4. +- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5. +- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/26/connect-4 + +SQLite schema snapshot: +{ + "table_name": "c11", + "quoted_table_name": "\"c11\"", + "row_count": 67557, + "columns": [ + { + "name": "a1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "o", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "o", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "o", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "o", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "o", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c11", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=d5.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "d5", + "predicate_col": "e3", + "predicate_op": "=", + "predicate_value": "x", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10095caa327daee8/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10095caa327daee8/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..74d4a4e05b908e22c5cb9bac41d76503693bb4ce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10095caa327daee8/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,614 @@ +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: c11 +- dataset_name: Connect 4 +- table_name: c11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 42 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 67557 +- important_fields: +- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1. +- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2. +- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3. +- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4. +- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5. +- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6. +- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1. +- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2. +- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3. +- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4. +- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5. +- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6. +- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1. +- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2. +- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3. +- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4. +- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5. +- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6. +- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1. +- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2. +- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3. +- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4. +- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5. +- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6. +- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1. +- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2. +- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3. +- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4. +- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5. +- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6. +- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1. +- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2. +- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3. +- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4. +- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5. +- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6. +- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1. +- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2. +- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3. +- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4. +- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5. +- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/26/connect-4 + +SQLite schema snapshot: +{ + "table_name": "c11", + "quoted_table_name": "\"c11\"", + "row_count": 67557, + "columns": [ + { + "name": "a1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "o", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "o", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "o", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "o", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "o", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c11", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=d5.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "d5", + "predicate_col": "e3", + "predicate_op": "=", + "predicate_value": "x", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10095caa327daee8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10095caa327daee8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e513f9a9da737f67cf3368f5d1a0d22b6302ce93 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10095caa327daee8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f1-8173-78f1-944e-ce875b07afd9"} +{"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_c/c11/artifacts/v2q_c11_10095caa327daee8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10095caa327daee8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6f0dc7bcabed94f020c7f34c9757e00066ca84a5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10095caa327daee8/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f1-8173-78f1-944e-ce875b07afd9"} +{"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_c/c11/artifacts/v2q_c11_10095caa327daee8/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10095caa327daee8/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a9b02f5352def5142e109b5922814a6f0d9bbf70 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10095caa327daee8/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f1-929c-7660-a3f6-dedd141c93e3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"d5\\\", COUNT(*) AS support\\nFROM \\\"c11\\\"\\nWHERE \\\"e3\\\" = 'x'\\nGROUP BY \\\"d5\\\"\\nORDER BY support DESC\\nLIMIT 18;\",\"notes\":\"Uses the provided Filtered Top-k Group Count template with group_col=\\\"d5\\\", predicate_col=\\\"e3\\\", predicate_value='x', and top_k=18.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17516,"cached_input_tokens":16768,"output_tokens":203,"reasoning_output_tokens":101}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10095caa327daee8/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10095caa327daee8/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1882d2f64732b40612f4b9877c783f6e079477ed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10095caa327daee8/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"d5\", COUNT(*) AS support\nFROM \"c11\"\nWHERE \"e3\" = 'x'\nGROUP BY \"d5\"\nORDER BY support DESC\nLIMIT 18;","notes":"Uses the provided Filtered Top-k Group Count template with group_col=\"d5\", predicate_col=\"e3\", predicate_value='x', and top_k=18."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10095caa327daee8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10095caa327daee8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10095caa327daee8/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10095caa327daee8/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10095caa327daee8/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10095caa327daee8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c38042c65b29020f12fd7fb1a2e9afb3d5258200 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10095caa327daee8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=d5. +Result preview: [{"d5": "b", "support": 2789}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10095caa327daee8/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10095caa327daee8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1dd636bd56c2bd7b126a782904898fca5e63779e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10095caa327daee8/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: c11 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c11_10095caa327daee8 +-- problem_id: v2p_c11_be37f1b691579aa0 +-- realization_mode: agent +-- source_kind: agent +SELECT "d5", COUNT(*) AS support +FROM "c11" +WHERE "e3" = 'x' +GROUP BY "d5" +ORDER BY support DESC +LIMIT 18; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10095caa327daee8/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10095caa327daee8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5923228dff7abd564d31da8f361a5a5d55ff3065 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10095caa327daee8/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"d5\", COUNT(*) AS support\nFROM \"c11\"\nWHERE \"e3\" = 'x'\nGROUP BY \"d5\"\nORDER BY support DESC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"d5\\\", COUNT(*) AS support\\nFROM \\\"c11\\\"\\nWHERE \\\"e3\\\" = 'x'\\nGROUP BY \\\"d5\\\"\\nORDER BY support DESC\\nLIMIT 18;\", \"columns\": [\"d5\", \"support\"], \"rows\": [{\"d5\": \"b\", \"support\": 2789}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 12.46}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10095caa327daee8/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10095caa327daee8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..29ae1d6402d38af46ef28a0f8354b5782c03833d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10095caa327daee8/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "c11", + "started_at": "2026-05-19T15:53:49.413464+00:00", + "ended_at": "2026-05-19T15:54:00.716643+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c11_10095caa327daee8", + "problem_id": "v2p_c11_be37f1b691579aa0", + "dataset_id": "c11", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=d5.", + "bindings": { + "group_col": "d5", + "predicate_col": "e3", + "predicate_op": "=", + "predicate_value": "x", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=108" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/sql/v2q_c11_10095caa327daee8.sql", + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_10095caa327daee8", + "api_calls": 0, + "input_tokens": 17516, + "cached_input_tokens": 16768, + "output_tokens": 203, + "total_tokens": 17719, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10279.8, + "sql_execution_elapsed_ms_total": 12.46, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10095caa327daee8/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10095caa327daee8/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10095caa327daee8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5f232cdaf9cd57f5f4feff4b4152c4b32e733302 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10095caa327daee8/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:53:52.806923+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3387.55, "started_at": "2026-05-19T15:53:49.418630+00:00", "ended_at": "2026-05-19T15:53:52.806208+00:00", "prompt_metrics": {"chars": 16395, "bytes_utf8": 16395, "lines": 614, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f1-8173-78f1-944e-ce875b07afd9\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T15:54:00.702430+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 6892.25, "started_at": "2026-05-19T15:53:53.809167+00:00", "ended_at": "2026-05-19T15:54:00.701463+00:00", "prompt_metrics": {"chars": 16395, "bytes_utf8": 16395, "lines": 614, "estimated_tokens": null}, "response_metrics": {"chars": 331, "bytes_utf8": 331, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17516, "cached_input_tokens": 16768, "output_tokens": 203, "reasoning_output_tokens": 101}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"d5\\\", COUNT(*) AS support\\nFROM \\\"c11\\\"\\nWHERE \\\"e3\\\" = 'x'\\nGROUP BY \\\"d5\\\"\\nORDER BY support DESC\\nLIMIT 18;\",\"notes\":\"Uses the provided Filtered Top-k Group Count template with group_col=\\\"d5\\\", predicate_col=\\\"e3\\\", predicate_value='x', and top_k=18.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10095caa327daee8/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10095caa327daee8/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0670d8794d45e33598a2847e124231aad67ce5c6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10095caa327daee8/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_10095caa327daee8", + "api_calls": 0, + "input_tokens": 17516, + "cached_input_tokens": 16768, + "output_tokens": 203, + "total_tokens": 17719, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10279.8, + "sql_execution_elapsed_ms_total": 12.46, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10095caa327daee8/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_12819c22c0121e5b/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_12819c22c0121e5b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ed8e4065f6ccdb37ff7118b7763df53eb930e698 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_12819c22c0121e5b/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "b", "support": 41180, "support_share": 0.6095593350800065, "cumulative_support": 41180}, {"value_label": "o", "support": 13264, "support_share": 0.19633790724869368, "cumulative_support": 54444}, {"value_label": "x", "support": 13113, "support_share": 0.19410275767129978, "cumulative_support": 67557}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_12819c22c0121e5b/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_12819c22c0121e5b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9a96cb25a22a0b13996bd41cc2e4ad6e8e7fa1a2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_12819c22c0121e5b/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: c11 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c11_12819c22c0121e5b +-- problem_id: v2p_c11_db22b496d969a139 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "b2" AS value_label, COUNT(*) AS support + FROM "c11" + GROUP BY "b2" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_12819c22c0121e5b/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_12819c22c0121e5b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9bdb21bf785cb101586a8c2280513caf7ebfc92d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_12819c22c0121e5b/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_c\n-- sql_source_dataset_id: c11\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_c11_12819c22c0121e5b\n-- problem_id: v2p_c11_db22b496d969a139\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"b2\" AS value_label, COUNT(*) AS support\n FROM \"c11\"\n GROUP BY \"b2\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_c\\n-- sql_source_dataset_id: c11\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_c11_12819c22c0121e5b\\n-- problem_id: v2p_c11_db22b496d969a139\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"b2\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c11\\\"\\n GROUP BY \\\"b2\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"b\", \"support\": 41180, \"support_share\": 0.6095593350800065, \"cumulative_support\": 41180}, {\"value_label\": \"o\", \"support\": 13264, \"support_share\": 0.19633790724869368, \"cumulative_support\": 54444}, {\"value_label\": \"x\", \"support\": 13113, \"support_share\": 0.19410275767129978, \"cumulative_support\": 67557}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 19.38}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_12819c22c0121e5b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_12819c22c0121e5b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..64ef3cd727a36baedc9d2989f87970086ca1a055 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_12819c22c0121e5b/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "c11", + "started_at": "2026-05-19T16:00:12.538070+00:00", + "ended_at": "2026-05-19T16:00:12.558195+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c11_12819c22c0121e5b", + "problem_id": "v2p_c11_db22b496d969a139", + "dataset_id": "c11", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=b2.", + "bindings": { + "group_col": "b2" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=3", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/sql/v2q_c11_12819c22c0121e5b.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_12819c22c0121e5b/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_12819c22c0121e5b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_12819c22c0121e5b/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1290547a1ea31711/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1290547a1ea31711/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b9e0761ecbc5cd10911fc3c72f2a9bc0514406bb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1290547a1ea31711/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16395, "bytes_utf8": 16395, "lines": 614, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "status": "failed", "error": "AI CLI command failed with exit code 1: "} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 16395, "bytes_utf8": 16395, "lines": 614, "estimated_tokens": null}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 298, "bytes_utf8": 298, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17516, "cached_input_tokens": 16768, "output_tokens": 612, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1290547a1ea31711/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1290547a1ea31711/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4ddfe9bfbcea4fbf2b36d37f9cb0413b4c62c8de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1290547a1ea31711/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_1290547a1ea31711", + "api_calls": 0, + "input_tokens": 17516, + "cached_input_tokens": 16768, + "output_tokens": 612, + "total_tokens": 18128, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18100.61, + "sql_execution_elapsed_ms_total": 11.27, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1290547a1ea31711/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1290547a1ea31711/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1290547a1ea31711/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..06ee7b055914d3f2fea3dfe7fb3b0e4f886095ca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1290547a1ea31711/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:55:39.245973+00:00", + "ended_at": "2026-05-19T15:55:42.439905+00:00", + "elapsed_ms": 3193.9, + "returncode": 1, + "prompt_metrics": { + "chars": 16395, + "bytes_utf8": 16395, + "lines": 614, + "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_c/c11/artifacts/v2q_c11_1290547a1ea31711/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1290547a1ea31711/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bd920fbc886a7dd095324edaa169b3e04f07ec1d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1290547a1ea31711/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:55:43.442526+00:00", + "ended_at": "2026-05-19T15:55:58.349277+00:00", + "elapsed_ms": 14906.71, + "prompt_metrics": { + "chars": 16395, + "bytes_utf8": 16395, + "lines": 614, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 654, + "bytes_utf8": 654, + "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": 298, + "bytes_utf8": 298, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17516, + "cached_input_tokens": 16768, + "output_tokens": 612, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1290547a1ea31711/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1290547a1ea31711/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4511fbf57e2f814f02a7c8373b53d57cf1292266 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1290547a1ea31711/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,614 @@ +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: c11 +- dataset_name: Connect 4 +- table_name: c11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 42 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 67557 +- important_fields: +- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1. +- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2. +- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3. +- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4. +- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5. +- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6. +- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1. +- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2. +- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3. +- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4. +- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5. +- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6. +- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1. +- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2. +- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3. +- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4. +- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5. +- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6. +- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1. +- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2. +- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3. +- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4. +- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5. +- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6. +- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1. +- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2. +- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3. +- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4. +- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5. +- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6. +- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1. +- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2. +- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3. +- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4. +- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5. +- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6. +- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1. +- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2. +- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3. +- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4. +- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5. +- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/26/connect-4 + +SQLite schema snapshot: +{ + "table_name": "c11", + "quoted_table_name": "\"c11\"", + "row_count": 67557, + "columns": [ + { + "name": "a1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "o", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "o", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "o", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "o", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "o", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c11", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=e5.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "e5", + "predicate_col": "f3", + "predicate_op": "=", + "predicate_value": "x", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1290547a1ea31711/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1290547a1ea31711/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4511fbf57e2f814f02a7c8373b53d57cf1292266 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1290547a1ea31711/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,614 @@ +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: c11 +- dataset_name: Connect 4 +- table_name: c11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 42 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 67557 +- important_fields: +- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1. +- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2. +- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3. +- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4. +- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5. +- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6. +- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1. +- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2. +- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3. +- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4. +- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5. +- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6. +- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1. +- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2. +- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3. +- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4. +- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5. +- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6. +- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1. +- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2. +- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3. +- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4. +- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5. +- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6. +- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1. +- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2. +- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3. +- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4. +- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5. +- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6. +- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1. +- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2. +- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3. +- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4. +- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5. +- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6. +- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1. +- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2. +- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3. +- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4. +- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5. +- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/26/connect-4 + +SQLite schema snapshot: +{ + "table_name": "c11", + "quoted_table_name": "\"c11\"", + "row_count": 67557, + "columns": [ + { + "name": "a1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "o", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "o", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "o", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "o", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "o", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c11", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=e5.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "e5", + "predicate_col": "f3", + "predicate_op": "=", + "predicate_value": "x", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1290547a1ea31711/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1290547a1ea31711/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..213e2aa1e88d9c34599b06e27b5afbccefe7dd38 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1290547a1ea31711/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-2e67-7710-8e98-37c6c9eeb2f5"} +{"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_c/c11/artifacts/v2q_c11_1290547a1ea31711/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1290547a1ea31711/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..806c760ea93e9ee13e46e0b88530f027a542fa81 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1290547a1ea31711/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-2e67-7710-8e98-37c6c9eeb2f5"} +{"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_c/c11/artifacts/v2q_c11_1290547a1ea31711/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1290547a1ea31711/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..90f8af47769bd363cc6d69c9fc1cc6f5fd248ed2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1290547a1ea31711/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-3ed8-7c13-af0c-b48e79ef8552"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"e5\\\", COUNT(*) AS support\\nFROM \\\"c11\\\"\\nWHERE \\\"f3\\\" = 'x'\\nGROUP BY \\\"e5\\\"\\nORDER BY support DESC\\nLIMIT 19;\",\"notes\":\"Uses the provided Filtered Top-k Group Count template with group_col=\\\"e5\\\" and filter \\\"f3\\\" = 'x'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17516,"cached_input_tokens":16768,"output_tokens":612,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1290547a1ea31711/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1290547a1ea31711/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..87c5f4b9fa62af9f6e816f88e3c85aef362118e1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1290547a1ea31711/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"e5\", COUNT(*) AS support\nFROM \"c11\"\nWHERE \"f3\" = 'x'\nGROUP BY \"e5\"\nORDER BY support DESC\nLIMIT 19;","notes":"Uses the provided Filtered Top-k Group Count template with group_col=\"e5\" and filter \"f3\" = 'x'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1290547a1ea31711/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1290547a1ea31711/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1290547a1ea31711/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1290547a1ea31711/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_15d823b84313dd96/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_15d823b84313dd96/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ccda60a98b33419efd31abdf71a50371c0d36182 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_15d823b84313dd96/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16439, "bytes_utf8": 16439, "lines": 615, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 449, "bytes_utf8": 449, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17528, "cached_input_tokens": 12032, "output_tokens": 359, "reasoning_output_tokens": 224}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_15d823b84313dd96/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_15d823b84313dd96/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d1e90484b68e56ca90f3a34bd1d22d494965cad4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_15d823b84313dd96/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_15d823b84313dd96", + "api_calls": 0, + "input_tokens": 17528, + "cached_input_tokens": 12032, + "output_tokens": 359, + "total_tokens": 17887, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9854.92, + "sql_execution_elapsed_ms_total": 50.72, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_15d823b84313dd96/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_15d823b84313dd96/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_15d823b84313dd96/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ce5c8f6417d6178008cf29f2426d434e82c32495 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_15d823b84313dd96/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:35:37.226152+00:00", + "ended_at": "2026-05-19T15:35:47.081105+00:00", + "elapsed_ms": 9854.92, + "prompt_metrics": { + "chars": 16439, + "bytes_utf8": 16439, + "lines": 615, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 808, + "bytes_utf8": 808, + "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": 449, + "bytes_utf8": 449, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17528, + "cached_input_tokens": 12032, + "output_tokens": 359, + "reasoning_output_tokens": 224 + } + }, + "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_c/c11/artifacts/v2q_c11_15d823b84313dd96/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_15d823b84313dd96/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0baf76d7885ab426a49551d202957a6df28c0c4d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_15d823b84313dd96/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,615 @@ +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: c11 +- dataset_name: Connect 4 +- table_name: c11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 42 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 67557 +- important_fields: +- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1. +- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2. +- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3. +- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4. +- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5. +- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6. +- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1. +- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2. +- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3. +- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4. +- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5. +- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6. +- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1. +- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2. +- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3. +- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4. +- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5. +- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6. +- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1. +- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2. +- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3. +- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4. +- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5. +- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6. +- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1. +- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2. +- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3. +- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4. +- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5. +- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6. +- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1. +- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2. +- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3. +- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4. +- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5. +- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6. +- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1. +- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2. +- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3. +- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4. +- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5. +- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/26/connect-4 + +SQLite schema snapshot: +{ + "table_name": "c11", + "quoted_table_name": "\"c11\"", + "row_count": 67557, + "columns": [ + { + "name": "a1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "o", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "o", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "o", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "o", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "o", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + } + ] +} + +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": "c11", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=f2, condition_col=f2.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "f2", + "condition_col": "f2", + "condition_value": "b", + "positive_value": "b", + "negative_value": "x", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\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_c/c11/artifacts/v2q_c11_15d823b84313dd96/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_15d823b84313dd96/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8985a96d05759c15039b1e1a91502a935e5d349c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_15d823b84313dd96/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e0-d71e-7861-b390-ddea7296142e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"f2\\\",\\n AVG(CASE WHEN \\\"f2\\\" = 'b' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"f2\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Used the required template with both group_col and condition_col bound to \\\"f2\\\" and condition_value set to 'b'. Since grouping and condition use the same column, the rate is 1.0 for group 'b' and 0.0 for other non-null groups.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17528,"cached_input_tokens":12032,"output_tokens":359,"reasoning_output_tokens":224}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_15d823b84313dd96/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_15d823b84313dd96/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c8724778201cf1f99c5bf6036f4b42ae0ac85c46 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_15d823b84313dd96/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"f2\",\n AVG(CASE WHEN \"f2\" = 'b' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"c11\"\nGROUP BY \"f2\"\nORDER BY \"condition_rate\" DESC;","notes":"Used the required template with both group_col and condition_col bound to \"f2\" and condition_value set to 'b'. Since grouping and condition use the same column, the rate is 1.0 for group 'b' and 0.0 for other non-null groups."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_15d823b84313dd96/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_15d823b84313dd96/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1c8c08158839ac9f/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1c8c08158839ac9f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c903ffbfb11898d6c70db3c0b7ee13961c508360 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1c8c08158839ac9f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=b2, target_col=class. +Result preview: [{"b2": "x", "support": 13113, "focus_rate": 0.7523068710440022}, {"b2": "b", "support": 41180, "focus_rate": 0.6499514327343371}, {"b2": "o", "support": 13264, "focus_rate": 0.5912997587454765}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1c8c08158839ac9f/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1c8c08158839ac9f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..386c52069a1048490ce983b3bdda5f087a19b91c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1c8c08158839ac9f/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: c11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c11_1c8c08158839ac9f +-- problem_id: v2p_c11_4d36f733dfb8cb1e +-- realization_mode: agent +-- source_kind: agent +SELECT + "b2", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'win' THEN 1 ELSE 0 END) AS focus_rate +FROM "c11" +GROUP BY "b2" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 18; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1c8c08158839ac9f/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1c8c08158839ac9f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4d02ddc946f8803e2427399f22b8628292c2c5cc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1c8c08158839ac9f/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"b2\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'win' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c11\"\nGROUP BY \"b2\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"b2\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'win' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c11\\\"\\nGROUP BY \\\"b2\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 18;\", \"columns\": [\"b2\", \"support\", \"focus_rate\"], \"rows\": [{\"b2\": \"x\", \"support\": 13113, \"focus_rate\": 0.7523068710440022}, {\"b2\": \"b\", \"support\": 41180, \"focus_rate\": 0.6499514327343371}, {\"b2\": \"o\", \"support\": 13264, \"focus_rate\": 0.5912997587454765}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 30.66}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1c8c08158839ac9f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1c8c08158839ac9f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..724c5516adb559dcdbf2fe7d06a9c1aba6d8b0f9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1c8c08158839ac9f/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "c11", + "started_at": "2026-05-19T15:49:23.609937+00:00", + "ended_at": "2026-05-19T15:49:32.295234+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c11_1c8c08158839ac9f", + "problem_id": "v2p_c11_4d36f733dfb8cb1e", + "dataset_id": "c11", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=b2, target_col=class.", + "bindings": { + "group_col": "b2", + "target_col": "class", + "target_value": "win", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=10", + "sql_variant_index=2/2", + "binding_index=93" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 10, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/sql/v2q_c11_1c8c08158839ac9f.sql", + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_1c8c08158839ac9f", + "api_calls": 0, + "input_tokens": 17581, + "cached_input_tokens": 12032, + "output_tokens": 404, + "total_tokens": 17985, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8647.57, + "sql_execution_elapsed_ms_total": 30.66, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1c8c08158839ac9f/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1c8c08158839ac9f/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1c8c08158839ac9f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e8bbbf8589d286081770ef896240214f1508bbf1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1c8c08158839ac9f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:49:32.262592+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 8647.57, "started_at": "2026-05-19T15:49:23.614112+00:00", "ended_at": "2026-05-19T15:49:32.261716+00:00", "prompt_metrics": {"chars": 16550, "bytes_utf8": 16550, "lines": 613, "estimated_tokens": null}, "response_metrics": {"chars": 449, "bytes_utf8": 449, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17581, "cached_input_tokens": 12032, "output_tokens": 404, "reasoning_output_tokens": 264}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"b2\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'win' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c11\\\"\\nGROUP BY \\\"b2\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 18;\",\"notes\":\"Applied the planned Tail Target-Rate Extremes template with fixed bindings: group_col=\\\"b2\\\", target_col=\\\"class\\\", target_value='win', min_support=4, top_k=18.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1c8c08158839ac9f/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1c8c08158839ac9f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a101e8eff08426f20eb75d6345169674a86676aa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1c8c08158839ac9f/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_1c8c08158839ac9f", + "api_calls": 0, + "input_tokens": 17581, + "cached_input_tokens": 12032, + "output_tokens": 404, + "total_tokens": 17985, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8647.57, + "sql_execution_elapsed_ms_total": 30.66, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1c8c08158839ac9f/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1efad63b3b435d63/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1efad63b3b435d63/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3209dc9a19d24b1c1aefcbdff2c925a40b39cf3b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1efad63b3b435d63/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=d6. +Result preview: [{"d6": "b", "support": 956}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1efad63b3b435d63/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1efad63b3b435d63/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a765cf13e48fb8f40e7ec2a568993388dc147773 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1efad63b3b435d63/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: c11 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c11_1efad63b3b435d63 +-- problem_id: v2p_c11_9e8e7881222850a2 +-- realization_mode: agent +-- source_kind: agent +SELECT "d6", COUNT(*) AS support +FROM "c11" +WHERE "e4" = 'x' +GROUP BY "d6" +ORDER BY support DESC +LIMIT 19; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1efad63b3b435d63/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1efad63b3b435d63/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d3449b9463db7ed805f008de74feaa78b68f1c41 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1efad63b3b435d63/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"d6\", COUNT(*) AS support\nFROM \"c11\"\nWHERE \"e4\" = 'x'\nGROUP BY \"d6\"\nORDER BY support DESC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"d6\\\", COUNT(*) AS support\\nFROM \\\"c11\\\"\\nWHERE \\\"e4\\\" = 'x'\\nGROUP BY \\\"d6\\\"\\nORDER BY support DESC\\nLIMIT 19;\", \"columns\": [\"d6\", \"support\"], \"rows\": [{\"d6\": \"b\", \"support\": 956}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 17.55}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1efad63b3b435d63/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1efad63b3b435d63/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..68c8826461b744b1ccf43409501de93da5c9dbe8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1efad63b3b435d63/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "c11", + "started_at": "2026-05-19T15:54:12.878461+00:00", + "ended_at": "2026-05-19T15:54:26.631036+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c11_1efad63b3b435d63", + "problem_id": "v2p_c11_9e8e7881222850a2", + "dataset_id": "c11", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=d6.", + "bindings": { + "group_col": "d6", + "predicate_col": "e4", + "predicate_op": "=", + "predicate_value": "x", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=109" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/sql/v2q_c11_1efad63b3b435d63.sql", + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_1efad63b3b435d63", + "api_calls": 0, + "input_tokens": 17514, + "cached_input_tokens": 12032, + "output_tokens": 301, + "total_tokens": 17815, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13726.56, + "sql_execution_elapsed_ms_total": 17.55, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1efad63b3b435d63/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1efad63b3b435d63/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1efad63b3b435d63/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..75b53e8ef469105e8271ec0938b757683e962f4e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1efad63b3b435d63/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:54:26.611033+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13726.56, "started_at": "2026-05-19T15:54:12.883117+00:00", "ended_at": "2026-05-19T15:54:26.609712+00:00", "prompt_metrics": {"chars": 16394, "bytes_utf8": 16394, "lines": 614, "estimated_tokens": null}, "response_metrics": {"chars": 320, "bytes_utf8": 320, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17514, "cached_input_tokens": 12032, "output_tokens": 301, "reasoning_output_tokens": 201}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"d6\\\", COUNT(*) AS support\\nFROM \\\"c11\\\"\\nWHERE \\\"e4\\\" = 'x'\\nGROUP BY \\\"d6\\\"\\nORDER BY support DESC\\nLIMIT 19;\",\"notes\":\"Uses the provided Filtered Top-k Group Count template with \\\"d6\\\" as the group column and filters rows where \\\"e4\\\" = 'x'.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1efad63b3b435d63/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1efad63b3b435d63/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e0f0dead60cd9d7067407513b7aafa8a3b717e0e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1efad63b3b435d63/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_1efad63b3b435d63", + "api_calls": 0, + "input_tokens": 17514, + "cached_input_tokens": 12032, + "output_tokens": 301, + "total_tokens": 17815, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13726.56, + "sql_execution_elapsed_ms_total": 17.55, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1efad63b3b435d63/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_20a8480a5ef3faa8/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_20a8480a5ef3faa8/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e85222e65d5628b5ec23f0f7dce75ce2a2413a4f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_20a8480a5ef3faa8/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 17009, "bytes_utf8": 17009, "lines": 615, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 747, "bytes_utf8": 747, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17676, "cached_input_tokens": 12032, "output_tokens": 597, "reasoning_output_tokens": 392}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_20a8480a5ef3faa8/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_20a8480a5ef3faa8/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f441175093ce25bf7219dea85f3dd4c5c8a0113b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_20a8480a5ef3faa8/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_20a8480a5ef3faa8", + "api_calls": 0, + "input_tokens": 17676, + "cached_input_tokens": 12032, + "output_tokens": 597, + "total_tokens": 18273, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13656.0, + "sql_execution_elapsed_ms_total": 42.78, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_20a8480a5ef3faa8/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_20a8480a5ef3faa8/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_20a8480a5ef3faa8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..559442d8bae3c4a8cfda4831795ae21bbdbc4e51 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_20a8480a5ef3faa8/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:36:18.264278+00:00", + "ended_at": "2026-05-19T15:36:31.920314+00:00", + "elapsed_ms": 13656.0, + "prompt_metrics": { + "chars": 17009, + "bytes_utf8": 17009, + "lines": 615, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1112, + "bytes_utf8": 1112, + "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": 747, + "bytes_utf8": 747, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17676, + "cached_input_tokens": 12032, + "output_tokens": 597, + "reasoning_output_tokens": 392 + } + }, + "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_c/c11/artifacts/v2q_c11_20a8480a5ef3faa8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_20a8480a5ef3faa8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5d7a0aaa1f8b5a189d118533fcfaa72101afe1a2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_20a8480a5ef3faa8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,615 @@ +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: c11 +- dataset_name: Connect 4 +- table_name: c11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 42 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 67557 +- important_fields: +- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1. +- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2. +- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3. +- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4. +- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5. +- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6. +- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1. +- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2. +- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3. +- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4. +- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5. +- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6. +- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1. +- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2. +- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3. +- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4. +- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5. +- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6. +- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1. +- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2. +- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3. +- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4. +- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5. +- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6. +- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1. +- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2. +- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3. +- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4. +- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5. +- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6. +- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1. +- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2. +- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3. +- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4. +- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5. +- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6. +- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1. +- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2. +- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3. +- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4. +- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5. +- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/26/connect-4 + +SQLite schema snapshot: +{ + "table_name": "c11", + "quoted_table_name": "\"c11\"", + "row_count": 67557, + "columns": [ + { + "name": "a1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "o", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "o", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "o", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "o", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "o", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c11", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=g1, condition_col=g1.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "g1", + "condition_col": "g1", + "condition_value": "b", + "positive_value": "b", + "negative_value": "o", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_20a8480a5ef3faa8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_20a8480a5ef3faa8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..13c6ab513aaf375b1b3c086d8a92fbbd15b9aeee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_20a8480a5ef3faa8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e1-7770-7563-9cd0-49ba86185057"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"g1\\\",\\n SUM(CASE WHEN \\\"g1\\\" = 'b' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"g1\\\" = 'o' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c11\\\"\\n GROUP BY \\\"g1\\\"\\n)\\nSELECT \\\"g1\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the requested grouped ratio template with group_col and condition_col both bound to \\\"g1\\\", using positive_value='b' and negative_value='o'. Because the grouping column and condition column are the same, groups other than 'o' or 'b' may yield NULL ratios due to zero denominators.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17676,"cached_input_tokens":12032,"output_tokens":597,"reasoning_output_tokens":392}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_20a8480a5ef3faa8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_20a8480a5ef3faa8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b07beeba26d2b6c0c8a817e2a61615598b11058e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_20a8480a5ef3faa8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"g1\",\n SUM(CASE WHEN \"g1\" = 'b' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"g1\" = 'o' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c11\"\n GROUP BY \"g1\"\n)\nSELECT \"g1\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applied the requested grouped ratio template with group_col and condition_col both bound to \"g1\", using positive_value='b' and negative_value='o'. Because the grouping column and condition column are the same, groups other than 'o' or 'b' may yield NULL ratios due to zero denominators."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_20a8480a5ef3faa8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_20a8480a5ef3faa8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_21e23e3086e778e7/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_21e23e3086e778e7/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..db76c09330be81fcb7380859fe1a893073886bf2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_21e23e3086e778e7/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=b2, target_col=class. +Result preview: [{"b2": "x", "support": 13113, "focus_rate": 0.7523068710440022}, {"b2": "b", "support": 41180, "focus_rate": 0.6499514327343371}, {"b2": "o", "support": 13264, "focus_rate": 0.5912997587454765}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_21e23e3086e778e7/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_21e23e3086e778e7/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1611d61307738965e03ef6d32c10506c2d5ab651 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_21e23e3086e778e7/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: c11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c11_21e23e3086e778e7 +-- problem_id: v2p_c11_1d30413880d985fd +-- realization_mode: agent +-- source_kind: agent +SELECT + "b2", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'win' THEN 1 ELSE 0 END) AS focus_rate +FROM "c11" +GROUP BY "b2" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 13; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_21e23e3086e778e7/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_21e23e3086e778e7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..daaeaffc6593ccc405f14dc52515f9677a75ffba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_21e23e3086e778e7/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"b2\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'win' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c11\"\nGROUP BY \"b2\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"b2\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'win' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c11\\\"\\nGROUP BY \\\"b2\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 13;\", \"columns\": [\"b2\", \"support\", \"focus_rate\"], \"rows\": [{\"b2\": \"x\", \"support\": 13113, \"focus_rate\": 0.7523068710440022}, {\"b2\": \"b\", \"support\": 41180, \"focus_rate\": 0.6499514327343371}, {\"b2\": \"o\", \"support\": 13264, \"focus_rate\": 0.5912997587454765}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 53.32}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_21e23e3086e778e7/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_21e23e3086e778e7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5660b7e53fcd1fe37632c85d4a09c99444d2660c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_21e23e3086e778e7/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "c11", + "started_at": "2026-05-19T15:49:14.848070+00:00", + "ended_at": "2026-05-19T15:49:23.609362+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c11_21e23e3086e778e7", + "problem_id": "v2p_c11_1d30413880d985fd", + "dataset_id": "c11", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=b2, target_col=class.", + "bindings": { + "group_col": "b2", + "target_col": "class", + "target_value": "win", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=10", + "sql_variant_index=1/2", + "binding_index=93" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 10, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/sql/v2q_c11_21e23e3086e778e7.sql", + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_21e23e3086e778e7", + "api_calls": 0, + "input_tokens": 17581, + "cached_input_tokens": 16768, + "output_tokens": 315, + "total_tokens": 17896, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8700.76, + "sql_execution_elapsed_ms_total": 53.32, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_21e23e3086e778e7/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_21e23e3086e778e7/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_21e23e3086e778e7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..30dd7cb65ed1831d921211f06fd3df6503a3e942 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_21e23e3086e778e7/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:49:23.554140+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 8700.76, "started_at": "2026-05-19T15:49:14.852070+00:00", "ended_at": "2026-05-19T15:49:23.552858+00:00", "prompt_metrics": {"chars": 16546, "bytes_utf8": 16546, "lines": 613, "estimated_tokens": null}, "response_metrics": {"chars": 423, "bytes_utf8": 423, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17581, "cached_input_tokens": 16768, "output_tokens": 315, "reasoning_output_tokens": 177}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"b2\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'win' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c11\\\"\\nGROUP BY \\\"b2\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 13;\",\"notes\":\"Applied tpl_tail_target_rate_extremes_v2 with group_col=\\\"b2\\\", target_col=\\\"class\\\", target_value='win', min_support=5, and top_k=13.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_21e23e3086e778e7/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_21e23e3086e778e7/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7bdb4104dce8187a720073ab09dccd7ff0cd005a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_21e23e3086e778e7/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_21e23e3086e778e7", + "api_calls": 0, + "input_tokens": 17581, + "cached_input_tokens": 16768, + "output_tokens": 315, + "total_tokens": 17896, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8700.76, + "sql_execution_elapsed_ms_total": 53.32, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_21e23e3086e778e7/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_257df40ab36ad15f/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_257df40ab36ad15f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ab409e781455aaf97243ebf5fab47b9b636482a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_257df40ab36ad15f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=class, target_col=class. +Result preview: [{"class": "loss", "support": 16635, "focus_rate": 1.0}, {"class": "draw", "support": 6449, "focus_rate": 0.0}, {"class": "win", "support": 44473, "focus_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_257df40ab36ad15f/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_257df40ab36ad15f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a0b7624201c9e2066e9960c456318f8797b64173 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_257df40ab36ad15f/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: c11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c11_257df40ab36ad15f +-- problem_id: v2p_c11_1166ce028f0fd6fc +-- realization_mode: agent +-- source_kind: agent +SELECT + "class", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'loss' THEN 1 ELSE 0 END) AS focus_rate +FROM "c11" +GROUP BY "class" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 15; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_257df40ab36ad15f/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_257df40ab36ad15f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a11c9849f8d54fa2e3120e3bfe2b1476d3de4571 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_257df40ab36ad15f/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"class\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'loss' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c11\"\nGROUP BY \"class\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"class\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'loss' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c11\\\"\\nGROUP BY \\\"class\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 15;\", \"columns\": [\"class\", \"support\", \"focus_rate\"], \"rows\": [{\"class\": \"loss\", \"support\": 16635, \"focus_rate\": 1.0}, {\"class\": \"draw\", \"support\": 6449, \"focus_rate\": 0.0}, {\"class\": \"win\", \"support\": 44473, \"focus_rate\": 0.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 31.73}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_257df40ab36ad15f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_257df40ab36ad15f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a4ca989fff7b794267d3f2072c805310fe7e6b6e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_257df40ab36ad15f/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "c11", + "started_at": "2026-05-19T15:46:17.019138+00:00", + "ended_at": "2026-05-19T15:46:25.227355+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c11_257df40ab36ad15f", + "problem_id": "v2p_c11_1166ce028f0fd6fc", + "dataset_id": "c11", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=class, target_col=class.", + "bindings": { + "group_col": "class", + "target_col": "class", + "target_value": "loss", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=85" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/sql/v2q_c11_257df40ab36ad15f.sql", + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_257df40ab36ad15f", + "api_calls": 0, + "input_tokens": 17580, + "cached_input_tokens": 16768, + "output_tokens": 300, + "total_tokens": 17880, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8169.5, + "sql_execution_elapsed_ms_total": 31.73, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_257df40ab36ad15f/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_257df40ab36ad15f/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_257df40ab36ad15f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d089ba9ea2b0f3317ab96560a4fa3aeaf8098987 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_257df40ab36ad15f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:46:25.193583+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 8169.5, "started_at": "2026-05-19T15:46:17.023156+00:00", "ended_at": "2026-05-19T15:46:25.192681+00:00", "prompt_metrics": {"chars": 16557, "bytes_utf8": 16557, "lines": 613, "estimated_tokens": null}, "response_metrics": {"chars": 427, "bytes_utf8": 427, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17580, "cached_input_tokens": 16768, "output_tokens": 300, "reasoning_output_tokens": 170}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"class\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'loss' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c11\\\"\\nGROUP BY \\\"class\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 15;\",\"notes\":\"Uses the planned template exactly with group_col=\\\"class\\\", target_col=\\\"class\\\", target_value='loss', min_support=4, and top_k=15.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_257df40ab36ad15f/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_257df40ab36ad15f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f0234ccdc005b245f7a9e74050526aa3118d6557 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_257df40ab36ad15f/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_257df40ab36ad15f", + "api_calls": 0, + "input_tokens": 17580, + "cached_input_tokens": 16768, + "output_tokens": 300, + "total_tokens": 17880, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8169.5, + "sql_execution_elapsed_ms_total": 31.73, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_257df40ab36ad15f/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_25add5c9b9c15a96/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_25add5c9b9c15a96/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e5d5f56e2cf305d191613f662858a062570bcfef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_25add5c9b9c15a96/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=b5. +Result preview: [{"b5": "o", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_25add5c9b9c15a96/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_25add5c9b9c15a96/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e09b29d5b052c53683698983ee934cf11eb962f5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_25add5c9b9c15a96/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: c11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c11_25add5c9b9c15a96 +-- problem_id: v2p_c11_57aefc42804c187b +-- realization_mode: agent +-- source_kind: agent +SELECT "b5", COUNT(DISTINCT "b5") AS "distinct_entities" +FROM "c11" +WHERE "b5" = 'o' +GROUP BY "b5" +ORDER BY "distinct_entities" DESC +LIMIT 14; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_25add5c9b9c15a96/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_25add5c9b9c15a96/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a9cd1e0a05841ebb4f118a5761ecbd4ddae97ac7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_25add5c9b9c15a96/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"b5\", COUNT(DISTINCT \"b5\") AS \"distinct_entities\"\nFROM \"c11\"\nWHERE \"b5\" = 'o'\nGROUP BY \"b5\"\nORDER BY \"distinct_entities\" DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"b5\\\", COUNT(DISTINCT \\\"b5\\\") AS \\\"distinct_entities\\\"\\nFROM \\\"c11\\\"\\nWHERE \\\"b5\\\" = 'o'\\nGROUP BY \\\"b5\\\"\\nORDER BY \\\"distinct_entities\\\" DESC\\nLIMIT 14;\", \"columns\": [\"b5\", \"distinct_entities\"], \"rows\": [{\"b5\": \"o\", \"distinct_entities\": 1}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 13.93}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_25add5c9b9c15a96/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_25add5c9b9c15a96/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..76fda91bec8fdd574a687e9c28e7f12089c3ed44 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_25add5c9b9c15a96/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "c11", + "started_at": "2026-05-19T15:59:43.916482+00:00", + "ended_at": "2026-05-19T15:59:53.727187+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c11_25add5c9b9c15a96", + "problem_id": "v2p_c11_57aefc42804c187b", + "dataset_id": "c11", + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=b5.", + "bindings": { + "group_col": "b5", + "predicate_col": "b5", + "predicate_op": "=", + "predicate_value": "o", + "entity_col": "b5", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=139" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/sql/v2q_c11_25add5c9b9c15a96.sql", + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_25add5c9b9c15a96", + "api_calls": 0, + "input_tokens": 17547, + "cached_input_tokens": 16768, + "output_tokens": 261, + "total_tokens": 17808, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9787.79, + "sql_execution_elapsed_ms_total": 13.93, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_25add5c9b9c15a96/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_25add5c9b9c15a96/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_25add5c9b9c15a96/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7d07618ed5fea353dcf752a625ff6e72dfbc728f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_25add5c9b9c15a96/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:59:53.710627+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 9787.79, "started_at": "2026-05-19T15:59:43.921416+00:00", "ended_at": "2026-05-19T15:59:53.709242+00:00", "prompt_metrics": {"chars": 16528, "bytes_utf8": 16528, "lines": 616, "estimated_tokens": null}, "response_metrics": {"chars": 341, "bytes_utf8": 341, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17547, "cached_input_tokens": 16768, "output_tokens": 261, "reasoning_output_tokens": 158}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"b5\\\", COUNT(DISTINCT \\\"b5\\\") AS \\\"distinct_entities\\\"\\nFROM \\\"c11\\\"\\nWHERE \\\"b5\\\" = 'o'\\nGROUP BY \\\"b5\\\"\\nORDER BY \\\"distinct_entities\\\" DESC\\nLIMIT 14;\",\"notes\":\"Applied the provided template exactly with group_col, predicate_col, and entity_col all bound to \\\"b5\\\".\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_25add5c9b9c15a96/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_25add5c9b9c15a96/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7e5f8923d024f4a1ca55b8c0eecda634f7835882 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_25add5c9b9c15a96/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_25add5c9b9c15a96", + "api_calls": 0, + "input_tokens": 17547, + "cached_input_tokens": 16768, + "output_tokens": 261, + "total_tokens": 17808, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9787.79, + "sql_execution_elapsed_ms_total": 13.93, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_25add5c9b9c15a96/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_271bfa25f9f807e9/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_271bfa25f9f807e9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2580d05450694e8ac046f2c2f56bb238b4551fc0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_271bfa25f9f807e9/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "b", "support": 55527, "support_share": 0.8219281495625916, "support_rank": 1}, {"value_label": "x", "support": 6489, "support_share": 0.09605222256760958, "support_rank": 2}, {"value_label": "o", "support": 5541, "support_share": 0.08201962786979884, "support_rank": 3}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_271bfa25f9f807e9/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_271bfa25f9f807e9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3e3e031f225230af9de82f8c2ec54c5d18730f0b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_271bfa25f9f807e9/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: c11 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c11_271bfa25f9f807e9 +-- problem_id: v2p_c11_e255e1c61c5ea193 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "e2" AS value_label, COUNT(*) AS support + FROM "c11" + GROUP BY "e2" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_271bfa25f9f807e9/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_271bfa25f9f807e9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7fd91da8db0fd8e1a4fe48b5e9b4cf999570c9be --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_271bfa25f9f807e9/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_c\n-- sql_source_dataset_id: c11\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_c11_271bfa25f9f807e9\n-- problem_id: v2p_c11_e255e1c61c5ea193\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"e2\" AS value_label, COUNT(*) AS support\n FROM \"c11\"\n GROUP BY \"e2\"\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_c\\n-- sql_source_dataset_id: c11\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_c11_271bfa25f9f807e9\\n-- problem_id: v2p_c11_e255e1c61c5ea193\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"e2\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c11\\\"\\n GROUP BY \\\"e2\\\"\\n)\\nSELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\\nFROM grouped\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"support_rank\"], \"rows\": [{\"value_label\": \"b\", \"support\": 55527, \"support_share\": 0.8219281495625916, \"support_rank\": 1}, {\"value_label\": \"x\", \"support\": 6489, \"support_share\": 0.09605222256760958, \"support_rank\": 2}, {\"value_label\": \"o\", \"support\": 5541, \"support_share\": 0.08201962786979884, \"support_rank\": 3}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 19.96}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_271bfa25f9f807e9/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_271bfa25f9f807e9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7289bac7230f1f46edd0f57b9ed5df83c0cbd803 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_271bfa25f9f807e9/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "c11", + "started_at": "2026-05-19T16:00:12.879416+00:00", + "ended_at": "2026-05-19T16:00:12.900085+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c11_271bfa25f9f807e9", + "problem_id": "v2p_c11_e255e1c61c5ea193", + "dataset_id": "c11", + "template_id": "tpl_cardinality_support_rank_profile", + "template_name": "Cardinality Support Rank Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "value_imbalance_profile", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=e2.", + "bindings": { + "group_col": "e2" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=8", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/sql/v2q_c11_271bfa25f9f807e9.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_271bfa25f9f807e9/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_271bfa25f9f807e9/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_271bfa25f9f807e9/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_27d85e92a726d033/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_27d85e92a726d033/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1f5859b3d3e6f0b0935ced19bcaeb45771fce5a8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_27d85e92a726d033/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=e3, condition_col=e3. +Result preview: [{"e3": "x", "condition_rate": 1.0}, {"e3": "o", "condition_rate": 0.0}, {"e3": "b", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_27d85e92a726d033/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_27d85e92a726d033/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d81296ee5a13eb4630c19b936c401a1ef2be67df --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_27d85e92a726d033/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: c11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c11_27d85e92a726d033 +-- problem_id: v2p_c11_8a203849bae46fac +-- realization_mode: agent +-- source_kind: agent +SELECT "e3", + AVG(CASE WHEN "e3" = 'x' THEN 1 ELSE 0 END) AS condition_rate +FROM "c11" +GROUP BY "e3" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_27d85e92a726d033/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_27d85e92a726d033/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5b39240a7e2e9f8d6348f91524537cc192122f71 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_27d85e92a726d033/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"e3\",\n AVG(CASE WHEN \"e3\" = 'x' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c11\"\nGROUP BY \"e3\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"e3\\\",\\n AVG(CASE WHEN \\\"e3\\\" = 'x' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c11\\\"\\nGROUP BY \\\"e3\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"e3\", \"condition_rate\"], \"rows\": [{\"e3\": \"x\", \"condition_rate\": 1.0}, {\"e3\": \"o\", \"condition_rate\": 0.0}, {\"e3\": \"b\", \"condition_rate\": 0.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 21.06}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_27d85e92a726d033/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_27d85e92a726d033/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..edaf9ba27d08eddc9095f27b58d9c9aee0b25327 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_27d85e92a726d033/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "c11", + "started_at": "2026-05-19T15:33:54.847127+00:00", + "ended_at": "2026-05-19T15:34:07.777295+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c11_27d85e92a726d033", + "problem_id": "v2p_c11_8a203849bae46fac", + "dataset_id": "c11", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=e3, condition_col=e3.", + "bindings": { + "group_col": "e3", + "condition_col": "e3", + "condition_value": "x", + "positive_value": "b", + "negative_value": "x", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=26" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/sql/v2q_c11_27d85e92a726d033.sql", + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_27d85e92a726d033", + "api_calls": 0, + "input_tokens": 17528, + "cached_input_tokens": 16768, + "output_tokens": 304, + "total_tokens": 17832, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12901.77, + "sql_execution_elapsed_ms_total": 21.06, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_27d85e92a726d033/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_27d85e92a726d033/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_27d85e92a726d033/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..162c9c6a10771bf5082760ac207ce745b6e7f64e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_27d85e92a726d033/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:34:07.754819+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12901.77, "started_at": "2026-05-19T15:33:54.852148+00:00", "ended_at": "2026-05-19T15:34:07.753946+00:00", "prompt_metrics": {"chars": 16450, "bytes_utf8": 16450, "lines": 615, "estimated_tokens": null}, "response_metrics": {"chars": 457, "bytes_utf8": 457, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17528, "cached_input_tokens": 16768, "output_tokens": 304, "reasoning_output_tokens": 183}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"e3\\\",\\n AVG(CASE WHEN \\\"e3\\\" = 'x' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c11\\\"\\nGROUP BY \\\"e3\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the planned Grouped Condition Rate template with both group_col and condition_col bound to \\\"e3\\\" and condition_value bound to 'x'. Because the grouping and condition use the same column, each group's rate is effectively deterministic.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_27d85e92a726d033/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_27d85e92a726d033/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b4845db87e4f42656ed830aa48a970f4f63d72c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_27d85e92a726d033/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_27d85e92a726d033", + "api_calls": 0, + "input_tokens": 17528, + "cached_input_tokens": 16768, + "output_tokens": 304, + "total_tokens": 17832, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12901.77, + "sql_execution_elapsed_ms_total": 21.06, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_27d85e92a726d033/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2a2580c6ff789850/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2a2580c6ff789850/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8ada137831c2136f5618f457bfff0dcd6395c38b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2a2580c6ff789850/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "c11", + "started_at": "2026-05-19T15:56:15.339899+00:00", + "ended_at": "2026-05-19T15:56:22.474515+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c11_2a2580c6ff789850", + "problem_id": "v2p_c11_80790c8375457746", + "dataset_id": "c11", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=f1.", + "bindings": { + "group_col": "f1", + "predicate_col": "f1", + "predicate_op": "=", + "predicate_value": "x", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=rule", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=116" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2a2580c6ff789850/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2a2580c6ff789850/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0a023145a8cac8e155315927d1aa6ba83a236c98 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2a2580c6ff789850/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:56:18.509621+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3164.53, "started_at": "2026-05-19T15:56:15.344350+00:00", "ended_at": "2026-05-19T15:56:18.508907+00:00", "prompt_metrics": {"chars": 16392, "bytes_utf8": 16392, "lines": 614, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f3-bb6a-7890-ae3b-40bbb6af92ff\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T15:56:22.474424+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2962.11, "started_at": "2026-05-19T15:56:19.511465+00:00", "ended_at": "2026-05-19T15:56:22.473619+00:00", "prompt_metrics": {"chars": 16392, "bytes_utf8": 16392, "lines": 614, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f3-cbb6-79a3-85be-a5ee7542008f\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2b47dcbc0291a8fa/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2b47dcbc0291a8fa/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b6692f610643ab2224cfd02e77072fdbe64d471d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2b47dcbc0291a8fa/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16204, "bytes_utf8": 16204, "lines": 610, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 300, "bytes_utf8": 300, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17479, "cached_input_tokens": 12032, "output_tokens": 364, "reasoning_output_tokens": 270}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2b47dcbc0291a8fa/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2b47dcbc0291a8fa/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1b2d90a11706e79f2522f1c0c81b966cd763c809 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2b47dcbc0291a8fa/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_2b47dcbc0291a8fa", + "api_calls": 0, + "input_tokens": 17479, + "cached_input_tokens": 12032, + "output_tokens": 364, + "total_tokens": 17843, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10213.65, + "sql_execution_elapsed_ms_total": 30.61, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2b47dcbc0291a8fa/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2b47dcbc0291a8fa/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2b47dcbc0291a8fa/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7d8042ed4a10e9eac69fffa19c2ccd200b2a92fd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2b47dcbc0291a8fa/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:41:54.959927+00:00", + "ended_at": "2026-05-19T15:42:05.173600+00:00", + "elapsed_ms": 10213.65, + "prompt_metrics": { + "chars": 16204, + "bytes_utf8": 16204, + "lines": 610, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 661, + "bytes_utf8": 661, + "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": 300, + "bytes_utf8": 300, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17479, + "cached_input_tokens": 12032, + "output_tokens": 364, + "reasoning_output_tokens": 270 + } + }, + "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_c/c11/artifacts/v2q_c11_2b47dcbc0291a8fa/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2b47dcbc0291a8fa/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bf5ef40dca5f136441af3454bae80fcc8c7f967a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2b47dcbc0291a8fa/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,610 @@ +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: c11 +- dataset_name: Connect 4 +- table_name: c11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 42 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 67557 +- important_fields: +- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1. +- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2. +- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3. +- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4. +- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5. +- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6. +- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1. +- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2. +- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3. +- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4. +- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5. +- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6. +- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1. +- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2. +- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3. +- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4. +- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5. +- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6. +- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1. +- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2. +- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3. +- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4. +- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5. +- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6. +- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1. +- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2. +- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3. +- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4. +- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5. +- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6. +- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1. +- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2. +- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3. +- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4. +- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5. +- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6. +- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1. +- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2. +- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3. +- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4. +- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5. +- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/26/connect-4 + +SQLite schema snapshot: +{ + "table_name": "c11", + "quoted_table_name": "\"c11\"", + "row_count": 67557, + "columns": [ + { + "name": "a1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "o", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "o", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "o", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "o", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "o", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + } + ] +} + +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": "c11", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=d6.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "d6", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2b47dcbc0291a8fa/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2b47dcbc0291a8fa/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..08a26416a3c7185d887c1e475e016c7be4dce6ed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2b47dcbc0291a8fa/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e6-9aa0-7eb0-9249-45324bb18b00"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"d6\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"d6\\\"\\nORDER BY \\\"support\\\" ASC, \\\"d6\\\"\\nLIMIT 11;\",\"notes\":\"Applied the provided Low-Support Group Count template with \\\"d6\\\" as the grouping column and LIMIT 11.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17479,"cached_input_tokens":12032,"output_tokens":364,"reasoning_output_tokens":270}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2b47dcbc0291a8fa/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2b47dcbc0291a8fa/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ee0c8f2c5a01a50f479d2d4193cd4b000d324640 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2b47dcbc0291a8fa/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"d6\",\n COUNT(*) AS \"support\"\nFROM \"c11\"\nGROUP BY \"d6\"\nORDER BY \"support\" ASC, \"d6\"\nLIMIT 11;","notes":"Applied the provided Low-Support Group Count template with \"d6\" as the grouping column and LIMIT 11."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2b47dcbc0291a8fa/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2b47dcbc0291a8fa/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2cd241b2c76842d6/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2cd241b2c76842d6/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d902a44b2b011bb36999fb6d2daca33ada336ebd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2cd241b2c76842d6/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16500, "bytes_utf8": 16500, "lines": 615, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "status": "failed", "error": "AI CLI command failed with exit code 1: "} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 16500, "bytes_utf8": 16500, "lines": 615, "estimated_tokens": null}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 425, "bytes_utf8": 425, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17568, "cached_input_tokens": 16768, "output_tokens": 456, "reasoning_output_tokens": 326}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2cd241b2c76842d6/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2cd241b2c76842d6/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d4130f75e149e6b806fa7cb6104f60630e853f72 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2cd241b2c76842d6/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_2cd241b2c76842d6", + "api_calls": 0, + "input_tokens": 17568, + "cached_input_tokens": 16768, + "output_tokens": 456, + "total_tokens": 18024, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13967.11, + "sql_execution_elapsed_ms_total": 68.38, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2cd241b2c76842d6/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2cd241b2c76842d6/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2cd241b2c76842d6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2b7ba217b0cfce7ebcacfb5202aff04a00345ce3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2cd241b2c76842d6/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:53:15.796417+00:00", + "ended_at": "2026-05-19T15:53:18.945700+00:00", + "elapsed_ms": 3149.25, + "returncode": 1, + "prompt_metrics": { + "chars": 16500, + "bytes_utf8": 16500, + "lines": 615, + "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_c/c11/artifacts/v2q_c11_2cd241b2c76842d6/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2cd241b2c76842d6/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3b2e291beba0e5a846beb58fd4cf93bef50449dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2cd241b2c76842d6/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:53:19.948824+00:00", + "ended_at": "2026-05-19T15:53:30.766730+00:00", + "elapsed_ms": 10817.86, + "prompt_metrics": { + "chars": 16500, + "bytes_utf8": 16500, + "lines": 615, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 800, + "bytes_utf8": 800, + "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": 425, + "bytes_utf8": 425, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17568, + "cached_input_tokens": 16768, + "output_tokens": 456, + "reasoning_output_tokens": 326 + } + }, + "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_c/c11/artifacts/v2q_c11_2cd241b2c76842d6/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2cd241b2c76842d6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6caf09052f7006a41641849e791bbe4c197c9a21 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2cd241b2c76842d6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,615 @@ +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: c11 +- dataset_name: Connect 4 +- table_name: c11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 42 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 67557 +- important_fields: +- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1. +- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2. +- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3. +- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4. +- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5. +- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6. +- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1. +- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2. +- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3. +- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4. +- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5. +- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6. +- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1. +- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2. +- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3. +- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4. +- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5. +- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6. +- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1. +- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2. +- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3. +- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4. +- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5. +- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6. +- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1. +- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2. +- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3. +- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4. +- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5. +- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6. +- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1. +- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2. +- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3. +- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4. +- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5. +- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6. +- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1. +- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2. +- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3. +- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4. +- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5. +- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/26/connect-4 + +SQLite schema snapshot: +{ + "table_name": "c11", + "quoted_table_name": "\"c11\"", + "row_count": 67557, + "columns": [ + { + "name": "a1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "o", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "o", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "o", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "o", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "o", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c11", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=a3, group_col_2=e2, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "a3", + "group_col_2": "e2", + "target_col": "class", + "target_value": "win", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2cd241b2c76842d6/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2cd241b2c76842d6/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6caf09052f7006a41641849e791bbe4c197c9a21 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2cd241b2c76842d6/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,615 @@ +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: c11 +- dataset_name: Connect 4 +- table_name: c11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 42 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 67557 +- important_fields: +- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1. +- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2. +- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3. +- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4. +- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5. +- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6. +- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1. +- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2. +- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3. +- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4. +- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5. +- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6. +- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1. +- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2. +- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3. +- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4. +- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5. +- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6. +- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1. +- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2. +- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3. +- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4. +- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5. +- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6. +- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1. +- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2. +- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3. +- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4. +- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5. +- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6. +- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1. +- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2. +- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3. +- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4. +- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5. +- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6. +- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1. +- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2. +- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3. +- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4. +- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5. +- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/26/connect-4 + +SQLite schema snapshot: +{ + "table_name": "c11", + "quoted_table_name": "\"c11\"", + "row_count": 67557, + "columns": [ + { + "name": "a1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "o", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "o", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "o", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "o", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "o", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c11", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=a3, group_col_2=e2, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "a3", + "group_col_2": "e2", + "target_col": "class", + "target_value": "win", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2cd241b2c76842d6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2cd241b2c76842d6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..db0cb94dc9ebfb321ea9f0a3fa40baaff4a50e55 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2cd241b2c76842d6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f0-fe2f-76e2-93d6-77288a1c89b4"} +{"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_c/c11/artifacts/v2q_c11_2cd241b2c76842d6/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2cd241b2c76842d6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..456f0f3251b4bdb2b38d6f12faf80cec68e22462 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2cd241b2c76842d6/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f0-fe2f-76e2-93d6-77288a1c89b4"} +{"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_c/c11/artifacts/v2q_c11_2cd241b2c76842d6/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2cd241b2c76842d6/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b42c88ef97534bae039e33d7eeaf47010398761d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2cd241b2c76842d6/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f1-0e4f-7e90-9dad-eef0d277dc7b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"a3\\\", \\\"e2\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'win' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a3\\\", \\\"e2\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Uses the provided Two-Axis Target Rate Surface template with group_col=\\\"a3\\\", group_col_2=\\\"e2\\\", and target_col=\\\"class\\\", measuring the within-group proportion of rows where class='win'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17568,"cached_input_tokens":16768,"output_tokens":456,"reasoning_output_tokens":326}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2cd241b2c76842d6/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2cd241b2c76842d6/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..51ba1ea01aafc8664e90998cfc100335d26ce899 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2cd241b2c76842d6/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"a3\", \"e2\",\n AVG(CASE WHEN \"class\" = 'win' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c11\"\nGROUP BY \"a3\", \"e2\"\nORDER BY \"target_rate\" DESC;","notes":"Uses the provided Two-Axis Target Rate Surface template with group_col=\"a3\", group_col_2=\"e2\", and target_col=\"class\", measuring the within-group proportion of rows where class='win'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2cd241b2c76842d6/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2cd241b2c76842d6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2cd241b2c76842d6/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2cd241b2c76842d6/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2dbc828623277d83/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2dbc828623277d83/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e9712d735724008b47d162c5dc82d0db4ab15ca7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2dbc828623277d83/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16204, "bytes_utf8": 16204, "lines": 610, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 301, "bytes_utf8": 301, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17476, "cached_input_tokens": 16768, "output_tokens": 397, "reasoning_output_tokens": 302}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2dbc828623277d83/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2dbc828623277d83/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7f9482f0fcad87570c1793746a4e9bebb2260ad3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2dbc828623277d83/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_2dbc828623277d83", + "api_calls": 0, + "input_tokens": 17476, + "cached_input_tokens": 16768, + "output_tokens": 397, + "total_tokens": 17873, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11752.8, + "sql_execution_elapsed_ms_total": 42.47, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2dbc828623277d83/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2dbc828623277d83/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2dbc828623277d83/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ca82b28aab22180e34b8c0a8eb45923a55555f43 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2dbc828623277d83/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:40:50.518240+00:00", + "ended_at": "2026-05-19T15:41:02.271076+00:00", + "elapsed_ms": 11752.8, + "prompt_metrics": { + "chars": 16204, + "bytes_utf8": 16204, + "lines": 610, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 662, + "bytes_utf8": 662, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 301, + "bytes_utf8": 301, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17476, + "cached_input_tokens": 16768, + "output_tokens": 397, + "reasoning_output_tokens": 302 + } + }, + "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_c/c11/artifacts/v2q_c11_2dbc828623277d83/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2dbc828623277d83/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..48d8f012993bd8e4fbd37a10f7955a6c83b5beab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2dbc828623277d83/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,610 @@ +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: c11 +- dataset_name: Connect 4 +- table_name: c11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 42 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 67557 +- important_fields: +- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1. +- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2. +- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3. +- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4. +- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5. +- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6. +- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1. +- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2. +- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3. +- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4. +- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5. +- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6. +- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1. +- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2. +- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3. +- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4. +- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5. +- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6. +- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1. +- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2. +- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3. +- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4. +- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5. +- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6. +- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1. +- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2. +- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3. +- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4. +- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5. +- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6. +- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1. +- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2. +- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3. +- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4. +- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5. +- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6. +- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1. +- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2. +- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3. +- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4. +- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5. +- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/26/connect-4 + +SQLite schema snapshot: +{ + "table_name": "c11", + "quoted_table_name": "\"c11\"", + "row_count": 67557, + "columns": [ + { + "name": "a1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "o", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "o", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "o", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "o", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "o", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + } + ] +} + +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": "c11", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=d3.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "d3", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\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_c/c11/artifacts/v2q_c11_2dbc828623277d83/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2dbc828623277d83/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..60f99eb16bb954ba6164fe2b2a25f9080a6da5b7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2dbc828623277d83/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e5-9ec9-7701-a0f0-4ec11841b22e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"d3\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"d3\\\"\\nORDER BY \\\"support\\\" ASC, \\\"d3\\\"\\nLIMIT 13;\",\"notes\":\"Applies the Low-Support Group Count template to \\\"d3\\\" and returns the 13 least-supported value groups.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17476,"cached_input_tokens":16768,"output_tokens":397,"reasoning_output_tokens":302}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2dbc828623277d83/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2dbc828623277d83/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ae6eec38acb7fd3a01ba725e35269acc72d98fc4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2dbc828623277d83/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"d3\",\n COUNT(*) AS \"support\"\nFROM \"c11\"\nGROUP BY \"d3\"\nORDER BY \"support\" ASC, \"d3\"\nLIMIT 13;","notes":"Applies the Low-Support Group Count template to \"d3\" and returns the 13 least-supported value groups."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2dbc828623277d83/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2dbc828623277d83/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_339284ea6f06984b/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_339284ea6f06984b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..653277e6db7c33b0f7ea426f4c579dc4c1ae407f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_339284ea6f06984b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16374, "bytes_utf8": 16374, "lines": 612, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 377, "bytes_utf8": 377, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17546, "cached_input_tokens": 16768, "output_tokens": 461, "reasoning_output_tokens": 336}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_339284ea6f06984b/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_339284ea6f06984b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6d161c82065e2494690eb7a8799a26aaa4e6a822 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_339284ea6f06984b/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_339284ea6f06984b", + "api_calls": 0, + "input_tokens": 17546, + "cached_input_tokens": 16768, + "output_tokens": 461, + "total_tokens": 18007, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10349.52, + "sql_execution_elapsed_ms_total": 54.95, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_339284ea6f06984b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_339284ea6f06984b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_339284ea6f06984b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8e601589e1a59012a108b567be18d99260cec0c2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_339284ea6f06984b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:44:06.244766+00:00", + "ended_at": "2026-05-19T15:44:16.594307+00:00", + "elapsed_ms": 10349.52, + "prompt_metrics": { + "chars": 16374, + "bytes_utf8": 16374, + "lines": 612, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 759, + "bytes_utf8": 759, + "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": 377, + "bytes_utf8": 377, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17546, + "cached_input_tokens": 16768, + "output_tokens": 461, + "reasoning_output_tokens": 336 + } + }, + "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_c/c11/artifacts/v2q_c11_339284ea6f06984b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_339284ea6f06984b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..821cd81b2166ebcbe11f949e9c6e791d4105aacc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_339284ea6f06984b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,612 @@ +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: c11 +- dataset_name: Connect 4 +- table_name: c11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 42 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 67557 +- important_fields: +- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1. +- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2. +- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3. +- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4. +- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5. +- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6. +- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1. +- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2. +- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3. +- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4. +- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5. +- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6. +- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1. +- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2. +- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3. +- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4. +- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5. +- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6. +- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1. +- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2. +- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3. +- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4. +- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5. +- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6. +- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1. +- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2. +- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3. +- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4. +- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5. +- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6. +- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1. +- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2. +- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3. +- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4. +- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5. +- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6. +- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1. +- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2. +- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3. +- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4. +- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5. +- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/26/connect-4 + +SQLite schema snapshot: +{ + "table_name": "c11", + "quoted_table_name": "\"c11\"", + "row_count": 67557, + "columns": [ + { + "name": "a1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "o", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "o", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "o", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "o", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "o", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c11", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=a2, group_col_2=f5.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "a2", + "group_col_2": "f5", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_339284ea6f06984b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_339284ea6f06984b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..be501ee2a364d7195770d8e7b5fa6401a962fab9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_339284ea6f06984b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e8-9b80-7632-af1f-36732f0bdd13"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"a2\\\",\\n \\\"f5\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a2\\\", \\\"f5\\\"\\nORDER BY \\\"support\\\" ASC, \\\"a2\\\", \\\"f5\\\"\\nLIMIT 19;\",\"notes\":\"Applied the Pairwise Sparse Slice Count template using \\\"a2\\\" as group_col and \\\"f5\\\" as group_col_2 on table \\\"c11\\\", returning the 19 least-supported pairs.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17546,"cached_input_tokens":16768,"output_tokens":461,"reasoning_output_tokens":336}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_339284ea6f06984b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_339284ea6f06984b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d37d7da1321b9f7e3aaf3f8cbf5488cbc08800dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_339284ea6f06984b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"a2\",\n \"f5\",\n COUNT(*) AS \"support\"\nFROM \"c11\"\nGROUP BY \"a2\", \"f5\"\nORDER BY \"support\" ASC, \"a2\", \"f5\"\nLIMIT 19;","notes":"Applied the Pairwise Sparse Slice Count template using \"a2\" as group_col and \"f5\" as group_col_2 on table \"c11\", returning the 19 least-supported pairs."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_339284ea6f06984b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_339284ea6f06984b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3454d64cb55e47c8/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3454d64cb55e47c8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4c18a63a58b9f7336d5785b781cdf67ff7067212 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3454d64cb55e47c8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=a2, group_col_2=g2. +Result preview: [{"a2": "x", "g2": "x", "support": 1112}, {"a2": "o", "g2": "o", "support": 1177}, {"a2": "o", "g2": "x", "support": 1512}, {"a2": "x", "g2": "o", "support": 1536}, {"a2": "b", "g2": "x", "support": 6933}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3454d64cb55e47c8/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3454d64cb55e47c8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5e1c19456d0a7cbd9f69c48fc3ad52d8aff3d52f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3454d64cb55e47c8/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: c11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c11_3454d64cb55e47c8 +-- problem_id: v2p_c11_6fc774bc388aa37c +-- realization_mode: agent +-- source_kind: agent +SELECT + "a2", + "g2", + COUNT(*) AS "support" +FROM "c11" +GROUP BY "a2", "g2" +ORDER BY "support" ASC, "a2", "g2" +LIMIT 12; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3454d64cb55e47c8/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3454d64cb55e47c8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..309991c8f73ee4a17d6df6fb23e1109cc4c8f4ba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3454d64cb55e47c8/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"a2\",\n \"g2\",\n COUNT(*) AS \"support\"\nFROM \"c11\"\nGROUP BY \"a2\", \"g2\"\nORDER BY \"support\" ASC, \"a2\", \"g2\"\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"a2\\\",\\n \\\"g2\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a2\\\", \\\"g2\\\"\\nORDER BY \\\"support\\\" ASC, \\\"a2\\\", \\\"g2\\\"\\nLIMIT 12;\", \"columns\": [\"a2\", \"g2\", \"support\"], \"rows\": [{\"a2\": \"x\", \"g2\": \"x\", \"support\": 1112}, {\"a2\": \"o\", \"g2\": \"o\", \"support\": 1177}, {\"a2\": \"o\", \"g2\": \"x\", \"support\": 1512}, {\"a2\": \"x\", \"g2\": \"o\", \"support\": 1536}, {\"a2\": \"b\", \"g2\": \"x\", \"support\": 6933}, {\"a2\": \"b\", \"g2\": \"o\", \"support\": 7183}, {\"a2\": \"o\", \"g2\": \"b\", \"support\": 9335}, {\"a2\": \"x\", \"g2\": \"b\", \"support\": 9500}, {\"a2\": \"b\", \"g2\": \"b\", \"support\": 29269}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 52.2}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3454d64cb55e47c8/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3454d64cb55e47c8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b1c128fecc402d25ac5266bb59b0ff771dde5e2a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3454d64cb55e47c8/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "c11", + "started_at": "2026-05-19T15:45:08.787912+00:00", + "ended_at": "2026-05-19T15:45:22.803678+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c11_3454d64cb55e47c8", + "problem_id": "v2p_c11_6fc774bc388aa37c", + "dataset_id": "c11", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=a2, group_col_2=g2.", + "bindings": { + "group_col": "a2", + "group_col_2": "g2", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=77" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/sql/v2q_c11_3454d64cb55e47c8.sql", + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_3454d64cb55e47c8", + "api_calls": 0, + "input_tokens": 17545, + "cached_input_tokens": 16768, + "output_tokens": 502, + "total_tokens": 18047, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13957.2, + "sql_execution_elapsed_ms_total": 52.2, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3454d64cb55e47c8/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3454d64cb55e47c8/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3454d64cb55e47c8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d9ccb903b2001224b9c87905a4a4259d72ac089e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3454d64cb55e47c8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:45:22.749767+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13957.2, "started_at": "2026-05-19T15:45:08.791592+00:00", "ended_at": "2026-05-19T15:45:22.748822+00:00", "prompt_metrics": {"chars": 16372, "bytes_utf8": 16372, "lines": 612, "estimated_tokens": null}, "response_metrics": {"chars": 336, "bytes_utf8": 336, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17545, "cached_input_tokens": 16768, "output_tokens": 502, "reasoning_output_tokens": 386}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"a2\\\",\\n \\\"g2\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a2\\\", \\\"g2\\\"\\nORDER BY \\\"support\\\" ASC, \\\"a2\\\", \\\"g2\\\"\\nLIMIT 12;\",\"notes\":\"Uses the Pairwise Sparse Slice Count template with fixed bindings group_col=\\\"a2\\\", group_col_2=\\\"g2\\\", and top_k=12.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3454d64cb55e47c8/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3454d64cb55e47c8/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1b352052d82c5c92b1f7e2a34dde4b27f6030749 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3454d64cb55e47c8/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_3454d64cb55e47c8", + "api_calls": 0, + "input_tokens": 17545, + "cached_input_tokens": 16768, + "output_tokens": 502, + "total_tokens": 18047, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13957.2, + "sql_execution_elapsed_ms_total": 52.2, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3454d64cb55e47c8/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3591c86a67b749b9/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3591c86a67b749b9/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1f551030333397a138d5bdd7ef42bd1223353fe5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3591c86a67b749b9/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16392, "bytes_utf8": 16392, "lines": 614, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 364, "bytes_utf8": 364, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17514, "cached_input_tokens": 16768, "output_tokens": 250, "reasoning_output_tokens": 140}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3591c86a67b749b9/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3591c86a67b749b9/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..026f9d6d0aad819efa304e35395fce429b728226 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3591c86a67b749b9/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_3591c86a67b749b9", + "api_calls": 0, + "input_tokens": 17514, + "cached_input_tokens": 16768, + "output_tokens": 250, + "total_tokens": 17764, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7816.79, + "sql_execution_elapsed_ms_total": 16.08, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3591c86a67b749b9/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3591c86a67b749b9/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3591c86a67b749b9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c08d2005945a3632e24361c7d4a590c85c3d5adb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3591c86a67b749b9/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:55:31.405059+00:00", + "ended_at": "2026-05-19T15:55:39.221876+00:00", + "elapsed_ms": 7816.79, + "prompt_metrics": { + "chars": 16392, + "bytes_utf8": 16392, + "lines": 614, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 724, + "bytes_utf8": 724, + "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": 364, + "bytes_utf8": 364, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17514, + "cached_input_tokens": 16768, + "output_tokens": 250, + "reasoning_output_tokens": 140 + } + }, + "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_c/c11/artifacts/v2q_c11_3591c86a67b749b9/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3591c86a67b749b9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0c5cb85b44728107366c07d337934991faa2ce41 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3591c86a67b749b9/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,614 @@ +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: c11 +- dataset_name: Connect 4 +- table_name: c11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 42 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 67557 +- important_fields: +- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1. +- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2. +- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3. +- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4. +- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5. +- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6. +- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1. +- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2. +- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3. +- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4. +- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5. +- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6. +- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1. +- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2. +- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3. +- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4. +- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5. +- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6. +- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1. +- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2. +- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3. +- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4. +- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5. +- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6. +- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1. +- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2. +- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3. +- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4. +- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5. +- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6. +- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1. +- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2. +- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3. +- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4. +- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5. +- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6. +- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1. +- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2. +- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3. +- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4. +- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5. +- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/26/connect-4 + +SQLite schema snapshot: +{ + "table_name": "c11", + "quoted_table_name": "\"c11\"", + "row_count": 67557, + "columns": [ + { + "name": "a1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "o", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "o", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "o", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "o", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "o", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c11", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=e5.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "e5", + "predicate_col": "e5", + "predicate_op": "=", + "predicate_value": "b", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3591c86a67b749b9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3591c86a67b749b9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c4db9aa399c6384d998cf8852bc2bd3cb8d4739b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3591c86a67b749b9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-0fcc-7a70-a993-7261df08ab20"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"e5\\\", COUNT(*) AS support\\nFROM \\\"c11\\\"\\nWHERE \\\"e5\\\" = 'b'\\nGROUP BY \\\"e5\\\"\\nORDER BY support DESC\\nLIMIT 14;\",\"notes\":\"Used the required Filtered Top-k Group Count template with bound roles: group_col=\\\"e5\\\", predicate_col=\\\"e5\\\", predicate_op=\\\"=\\\", predicate_value='b', and top_k=14.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17514,"cached_input_tokens":16768,"output_tokens":250,"reasoning_output_tokens":140}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3591c86a67b749b9/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3591c86a67b749b9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a1bbe9af2aa00f18613d43544613ed075cf90258 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3591c86a67b749b9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"e5\", COUNT(*) AS support\nFROM \"c11\"\nWHERE \"e5\" = 'b'\nGROUP BY \"e5\"\nORDER BY support DESC\nLIMIT 14;","notes":"Used the required Filtered Top-k Group Count template with bound roles: group_col=\"e5\", predicate_col=\"e5\", predicate_op=\"=\", predicate_value='b', and top_k=14."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3591c86a67b749b9/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3591c86a67b749b9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_36baf70be5d01fe9/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_36baf70be5d01fe9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..44ab7ef007163f4d05bdb9cd3e345ad49ccf64a9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_36baf70be5d01fe9/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=a5, target_col=class. +Result preview: [{"a5": "o", "support": 1155, "focus_rate": 0.7203463203463204}, {"a5": "b", "support": 65265, "focus_rate": 0.6596950892515131}, {"a5": "x", "support": 1137, "focus_rate": 0.5153913808267371}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_36baf70be5d01fe9/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_36baf70be5d01fe9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0b7014616039e6579fb93eb78672bd8b4b73f45a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_36baf70be5d01fe9/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: c11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c11_36baf70be5d01fe9 +-- problem_id: v2p_c11_7c4435904495c15b +-- realization_mode: agent +-- source_kind: agent +SELECT + "a5", + COUNT(*) AS "support", + AVG(CASE WHEN "class" = 'win' THEN 1 ELSE 0 END) AS "focus_rate" +FROM "c11" +GROUP BY "a5" +HAVING COUNT(*) >= 5 +ORDER BY "focus_rate" DESC, "support" ASC +LIMIT 10; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_36baf70be5d01fe9/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_36baf70be5d01fe9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..02f6dec06507b4806a41d11d6a30b1886ed9db53 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_36baf70be5d01fe9/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"a5\",\n COUNT(*) AS \"support\",\n AVG(CASE WHEN \"class\" = 'win' THEN 1 ELSE 0 END) AS \"focus_rate\"\nFROM \"c11\"\nGROUP BY \"a5\"\nHAVING COUNT(*) >= 5\nORDER BY \"focus_rate\" DESC, \"support\" ASC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"a5\\\",\\n COUNT(*) AS \\\"support\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'win' THEN 1 ELSE 0 END) AS \\\"focus_rate\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a5\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY \\\"focus_rate\\\" DESC, \\\"support\\\" ASC\\nLIMIT 10;\", \"columns\": [\"a5\", \"support\", \"focus_rate\"], \"rows\": [{\"a5\": \"o\", \"support\": 1155, \"focus_rate\": 0.7203463203463204}, {\"a5\": \"b\", \"support\": 65265, \"focus_rate\": 0.6596950892515131}, {\"a5\": \"x\", \"support\": 1137, \"focus_rate\": 0.5153913808267371}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 38.06}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_36baf70be5d01fe9/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_36baf70be5d01fe9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0d315130b5d51749979bf4cd8697ec83ca0737d6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_36baf70be5d01fe9/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "c11", + "started_at": "2026-05-19T15:48:11.775305+00:00", + "ended_at": "2026-05-19T15:48:30.682621+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c11_36baf70be5d01fe9", + "problem_id": "v2p_c11_7c4435904495c15b", + "dataset_id": "c11", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=a5, target_col=class.", + "bindings": { + "group_col": "a5", + "target_col": "class", + "target_value": "win", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=90" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/sql/v2q_c11_36baf70be5d01fe9.sql", + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_36baf70be5d01fe9", + "api_calls": 0, + "input_tokens": 17581, + "cached_input_tokens": 16768, + "output_tokens": 431, + "total_tokens": 18012, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18862.51, + "sql_execution_elapsed_ms_total": 38.06, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_36baf70be5d01fe9/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_36baf70be5d01fe9/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_36baf70be5d01fe9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5cafdb4d542209a9258dce17af6502440eea0a1a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_36baf70be5d01fe9/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:48:30.642402+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 18862.51, "started_at": "2026-05-19T15:48:11.779002+00:00", "ended_at": "2026-05-19T15:48:30.641546+00:00", "prompt_metrics": {"chars": 16548, "bytes_utf8": 16548, "lines": 613, "estimated_tokens": null}, "response_metrics": {"chars": 444, "bytes_utf8": 444, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17581, "cached_input_tokens": 16768, "output_tokens": 431, "reasoning_output_tokens": 286}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"a5\\\",\\n COUNT(*) AS \\\"support\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'win' THEN 1 ELSE 0 END) AS \\\"focus_rate\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a5\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY \\\"focus_rate\\\" DESC, \\\"support\\\" ASC\\nLIMIT 10;\",\"notes\":\"Instantiated the Tail Target-Rate Extremes template with group_col=\\\"a5\\\", target_col=\\\"class\\\", target_value='win', min_support=5, and top_k=10.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_36baf70be5d01fe9/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_36baf70be5d01fe9/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9d1017e5f5ab0f06c04dd3f54bd20439c180a0b4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_36baf70be5d01fe9/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_36baf70be5d01fe9", + "api_calls": 0, + "input_tokens": 17581, + "cached_input_tokens": 16768, + "output_tokens": 431, + "total_tokens": 18012, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18862.51, + "sql_execution_elapsed_ms_total": 38.06, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_36baf70be5d01fe9/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_391c7b60f0fb7819/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_391c7b60f0fb7819/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9e1887d8820380c1b0938f5b42d67fb78b2cd0f3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_391c7b60f0fb7819/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16206, "bytes_utf8": 16206, "lines": 610, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 299, "bytes_utf8": 299, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17478, "cached_input_tokens": 16768, "output_tokens": 347, "reasoning_output_tokens": 250}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_391c7b60f0fb7819/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_391c7b60f0fb7819/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6d8af99a277f060a0d2971838b38dd39ec199dd7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_391c7b60f0fb7819/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_391c7b60f0fb7819", + "api_calls": 0, + "input_tokens": 17478, + "cached_input_tokens": 16768, + "output_tokens": 347, + "total_tokens": 17825, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8865.29, + "sql_execution_elapsed_ms_total": 20.96, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_391c7b60f0fb7819/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_391c7b60f0fb7819/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_391c7b60f0fb7819/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..20755c2e33892f4c16571e98b4b37dd5c3ed6cf5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_391c7b60f0fb7819/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:41:46.067015+00:00", + "ended_at": "2026-05-19T15:41:54.932330+00:00", + "elapsed_ms": 8865.29, + "prompt_metrics": { + "chars": 16206, + "bytes_utf8": 16206, + "lines": 610, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 660, + "bytes_utf8": 660, + "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": 299, + "bytes_utf8": 299, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17478, + "cached_input_tokens": 16768, + "output_tokens": 347, + "reasoning_output_tokens": 250 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_391c7b60f0fb7819/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_391c7b60f0fb7819/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3f8a3d8b3892cffdf68e10ef26a744861e16a272 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_391c7b60f0fb7819/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,610 @@ +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: c11 +- dataset_name: Connect 4 +- table_name: c11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 42 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 67557 +- important_fields: +- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1. +- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2. +- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3. +- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4. +- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5. +- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6. +- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1. +- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2. +- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3. +- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4. +- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5. +- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6. +- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1. +- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2. +- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3. +- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4. +- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5. +- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6. +- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1. +- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2. +- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3. +- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4. +- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5. +- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6. +- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1. +- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2. +- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3. +- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4. +- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5. +- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6. +- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1. +- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2. +- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3. +- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4. +- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5. +- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6. +- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1. +- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2. +- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3. +- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4. +- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5. +- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/26/connect-4 + +SQLite schema snapshot: +{ + "table_name": "c11", + "quoted_table_name": "\"c11\"", + "row_count": 67557, + "columns": [ + { + "name": "a1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "o", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "o", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "o", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "o", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "o", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + } + ] +} + +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": "c11", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=d5.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "d5", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\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_c/c11/artifacts/v2q_c11_391c7b60f0fb7819/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_391c7b60f0fb7819/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..211c582beee8b1117568114245f40febdd5fdca7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_391c7b60f0fb7819/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e6-77fa-75a0-8812-932b3cd0870c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"d5\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"d5\\\"\\nORDER BY \\\"support\\\" ASC, \\\"d5\\\"\\nLIMIT 15;\",\"notes\":\"Uses the planned Low-Support Group Count template with group_col bound to \\\"d5\\\" and top_k set to 15.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17478,"cached_input_tokens":16768,"output_tokens":347,"reasoning_output_tokens":250}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_391c7b60f0fb7819/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_391c7b60f0fb7819/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9896aa1a994912f644b0e6e6c3b2c1542a7e9aa3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_391c7b60f0fb7819/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"d5\",\n COUNT(*) AS \"support\"\nFROM \"c11\"\nGROUP BY \"d5\"\nORDER BY \"support\" ASC, \"d5\"\nLIMIT 15;","notes":"Uses the planned Low-Support Group Count template with group_col bound to \"d5\" and top_k set to 15."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_391c7b60f0fb7819/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_391c7b60f0fb7819/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3ab00c9d75f527a2/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3ab00c9d75f527a2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1ef5a822497207c72a0d6146c66e324b0b33ce32 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3ab00c9d75f527a2/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=b2. +Result preview: [{"b2": "o", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3ab00c9d75f527a2/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3ab00c9d75f527a2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9cb861c07da7b58933205ccfff54211b96f4e261 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3ab00c9d75f527a2/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: c11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c11_3ab00c9d75f527a2 +-- problem_id: v2p_c11_737cbf3635d4bf48 +-- realization_mode: agent +-- source_kind: agent +SELECT "b2", COUNT(DISTINCT "b2") AS distinct_entities +FROM "c11" +WHERE "b2" = 'o' +GROUP BY "b2" +ORDER BY distinct_entities DESC +LIMIT 11; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3ab00c9d75f527a2/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3ab00c9d75f527a2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f519b02d42fea26ad51d8ba3b76ce4a6505f1a49 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3ab00c9d75f527a2/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"b2\", COUNT(DISTINCT \"b2\") AS distinct_entities\nFROM \"c11\"\nWHERE \"b2\" = 'o'\nGROUP BY \"b2\"\nORDER BY distinct_entities DESC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"b2\\\", COUNT(DISTINCT \\\"b2\\\") AS distinct_entities\\nFROM \\\"c11\\\"\\nWHERE \\\"b2\\\" = 'o'\\nGROUP BY \\\"b2\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 11;\", \"columns\": [\"b2\", \"distinct_entities\"], \"rows\": [{\"b2\": \"o\", \"distinct_entities\": 1}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.05}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3ab00c9d75f527a2/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3ab00c9d75f527a2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ae521ed11e352013647280b9b693e0e8a52028bc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3ab00c9d75f527a2/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "c11", + "started_at": "2026-05-19T15:58:59.410540+00:00", + "ended_at": "2026-05-19T15:59:08.823593+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c11_3ab00c9d75f527a2", + "problem_id": "v2p_c11_737cbf3635d4bf48", + "dataset_id": "c11", + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=b2.", + "bindings": { + "group_col": "b2", + "predicate_col": "b2", + "predicate_op": "=", + "predicate_value": "o", + "entity_col": "b2", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=136" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/sql/v2q_c11_3ab00c9d75f527a2.sql", + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_3ab00c9d75f527a2", + "api_calls": 0, + "input_tokens": 17548, + "cached_input_tokens": 16768, + "output_tokens": 342, + "total_tokens": 17890, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9396.8, + "sql_execution_elapsed_ms_total": 8.05, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3ab00c9d75f527a2/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3ab00c9d75f527a2/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3ab00c9d75f527a2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..377e720813ce8dd9fa445ce164d8e37f7ccd850c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3ab00c9d75f527a2/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:59:08.813703+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 9396.8, "started_at": "2026-05-19T15:58:59.415816+00:00", "ended_at": "2026-05-19T15:59:08.812652+00:00", "prompt_metrics": {"chars": 16531, "bytes_utf8": 16531, "lines": 616, "estimated_tokens": null}, "response_metrics": {"chars": 440, "bytes_utf8": 440, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17548, "cached_input_tokens": 16768, "output_tokens": 342, "reasoning_output_tokens": 213}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"b2\\\", COUNT(DISTINCT \\\"b2\\\") AS distinct_entities\\nFROM \\\"c11\\\"\\nWHERE \\\"b2\\\" = 'o'\\nGROUP BY \\\"b2\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 11;\",\"notes\":\"Applied the planned template with group_col, entity_col, and predicate_col all bound to \\\"b2\\\". Because the filter fixes \\\"b2\\\" to 'o' and the grouping is also on \\\"b2\\\", the query will return at most one group.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3ab00c9d75f527a2/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3ab00c9d75f527a2/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6c047c4b7a24a479188a872a72ef1bc95a974f95 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3ab00c9d75f527a2/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_3ab00c9d75f527a2", + "api_calls": 0, + "input_tokens": 17548, + "cached_input_tokens": 16768, + "output_tokens": 342, + "total_tokens": 17890, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9396.8, + "sql_execution_elapsed_ms_total": 8.05, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3ab00c9d75f527a2/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3b8d6f4252956420/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3b8d6f4252956420/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2ef222035872e29cf06364c5fbb6da125f30da3c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3b8d6f4252956420/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16506, "bytes_utf8": 16506, "lines": 616, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 442, "bytes_utf8": 442, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17559, "cached_input_tokens": 12032, "output_tokens": 423, "reasoning_output_tokens": 293}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3b8d6f4252956420/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3b8d6f4252956420/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..cfb8c5bbe4b9fb8188239a5716700d3945221157 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3b8d6f4252956420/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_3b8d6f4252956420", + "api_calls": 0, + "input_tokens": 17559, + "cached_input_tokens": 12032, + "output_tokens": 423, + "total_tokens": 17982, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12117.67, + "sql_execution_elapsed_ms_total": 74.31, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3b8d6f4252956420/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3b8d6f4252956420/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3b8d6f4252956420/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4dc7c96dd8bf770df97c0bc6c879e40715947517 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3b8d6f4252956420/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:38:09.396556+00:00", + "ended_at": "2026-05-19T15:38:21.514260+00:00", + "elapsed_ms": 12117.67, + "prompt_metrics": { + "chars": 16506, + "bytes_utf8": 16506, + "lines": 616, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 817, + "bytes_utf8": 817, + "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": 442, + "bytes_utf8": 442, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17559, + "cached_input_tokens": 12032, + "output_tokens": 423, + "reasoning_output_tokens": 293 + } + }, + "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_c/c11/artifacts/v2q_c11_3b8d6f4252956420/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3b8d6f4252956420/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..97431bf8c3e5c7a9eb3fe0c4e65eaa6c989a3f1a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3b8d6f4252956420/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,616 @@ +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: c11 +- dataset_name: Connect 4 +- table_name: c11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 42 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 67557 +- important_fields: +- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1. +- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2. +- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3. +- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4. +- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5. +- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6. +- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1. +- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2. +- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3. +- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4. +- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5. +- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6. +- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1. +- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2. +- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3. +- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4. +- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5. +- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6. +- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1. +- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2. +- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3. +- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4. +- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5. +- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6. +- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1. +- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2. +- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3. +- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4. +- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5. +- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6. +- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1. +- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2. +- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3. +- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4. +- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5. +- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6. +- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1. +- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2. +- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3. +- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4. +- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5. +- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/26/connect-4 + +SQLite schema snapshot: +{ + "table_name": "c11", + "quoted_table_name": "\"c11\"", + "row_count": 67557, + "columns": [ + { + "name": "a1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "o", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "o", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "o", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "o", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "o", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c11", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=a2, group_col_2=b3.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "a2", + "group_col_2": "b3", + "predicate_col": "a6", + "predicate_op": "=", + "predicate_value": "b", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3b8d6f4252956420/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3b8d6f4252956420/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..56172a553d326131eb9c634b4de11b716a94082a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3b8d6f4252956420/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e3-297b-7632-985f-fdba60843fcb"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"a2\\\", \\\"b3\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c11\\\"\\nWHERE \\\"a6\\\" = 'b'\\nGROUP BY \\\"a2\\\", \\\"b3\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Uses the provided filtered two-dimensional group count template with group_col=\\\"a2\\\", group_col_2=\\\"b3\\\", and predicate_col=\\\"a6\\\" filtered to 'b'. No LIMIT was added because the provided runtime template skeleton does not include one.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17559,"cached_input_tokens":12032,"output_tokens":423,"reasoning_output_tokens":293}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3b8d6f4252956420/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3b8d6f4252956420/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5f50ea8cd45897981dd35093cd9c55f83ec68e17 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3b8d6f4252956420/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"a2\", \"b3\", COUNT(*) AS \"row_count\"\nFROM \"c11\"\nWHERE \"a6\" = 'b'\nGROUP BY \"a2\", \"b3\"\nORDER BY \"row_count\" DESC;","notes":"Uses the provided filtered two-dimensional group count template with group_col=\"a2\", group_col_2=\"b3\", and predicate_col=\"a6\" filtered to 'b'. No LIMIT was added because the provided runtime template skeleton does not include one."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3b8d6f4252956420/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3b8d6f4252956420/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3c793fabcb9f9e7c/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3c793fabcb9f9e7c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cbcfb1b03c1e57fd5cdaee9231494621fbe74c51 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3c793fabcb9f9e7c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16204, "bytes_utf8": 16204, "lines": 610, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 294, "bytes_utf8": 294, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17479, "cached_input_tokens": 16768, "output_tokens": 227, "reasoning_output_tokens": 134}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3c793fabcb9f9e7c/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3c793fabcb9f9e7c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..735bf4d41adabc815bd0f4ff634b8eaa5d267c64 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3c793fabcb9f9e7c/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_3c793fabcb9f9e7c", + "api_calls": 0, + "input_tokens": 17479, + "cached_input_tokens": 16768, + "output_tokens": 227, + "total_tokens": 17706, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7234.3, + "sql_execution_elapsed_ms_total": 21.4, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3c793fabcb9f9e7c/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3c793fabcb9f9e7c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3c793fabcb9f9e7c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c0b6a724e9f63e831646d42e123136d8ae17dcea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3c793fabcb9f9e7c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:41:14.886281+00:00", + "ended_at": "2026-05-19T15:41:22.120605+00:00", + "elapsed_ms": 7234.3, + "prompt_metrics": { + "chars": 16204, + "bytes_utf8": 16204, + "lines": 610, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 647, + "bytes_utf8": 647, + "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": 294, + "bytes_utf8": 294, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17479, + "cached_input_tokens": 16768, + "output_tokens": 227, + "reasoning_output_tokens": 134 + } + }, + "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_c/c11/artifacts/v2q_c11_3c793fabcb9f9e7c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3c793fabcb9f9e7c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..156c62d334ffd6cb49745230a1edb41957c511be --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3c793fabcb9f9e7c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,610 @@ +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: c11 +- dataset_name: Connect 4 +- table_name: c11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 42 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 67557 +- important_fields: +- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1. +- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2. +- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3. +- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4. +- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5. +- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6. +- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1. +- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2. +- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3. +- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4. +- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5. +- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6. +- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1. +- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2. +- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3. +- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4. +- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5. +- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6. +- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1. +- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2. +- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3. +- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4. +- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5. +- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6. +- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1. +- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2. +- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3. +- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4. +- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5. +- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6. +- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1. +- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2. +- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3. +- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4. +- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5. +- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6. +- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1. +- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2. +- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3. +- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4. +- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5. +- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/26/connect-4 + +SQLite schema snapshot: +{ + "table_name": "c11", + "quoted_table_name": "\"c11\"", + "row_count": 67557, + "columns": [ + { + "name": "a1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "o", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "o", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "o", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "o", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "o", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + } + ] +} + +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": "c11", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=d4.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "d4", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\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_c/c11/artifacts/v2q_c11_3c793fabcb9f9e7c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3c793fabcb9f9e7c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0bd6bd37a28477320960dd3ffb1b0a5502438d5f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3c793fabcb9f9e7c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e5-fe03-78d1-a3b6-72ba949db8dd"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"d4\\\",\\n COUNT(*) AS support\\nFROM \\\"c11\\\"\\nGROUP BY \\\"d4\\\"\\nORDER BY support ASC, \\\"d4\\\"\\nLIMIT 14;\",\"notes\":\"Applied the planned Low-Support Group Count template with group_col bound to \\\"d4\\\" and top_k set to 14.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17479,"cached_input_tokens":16768,"output_tokens":227,"reasoning_output_tokens":134}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3c793fabcb9f9e7c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3c793fabcb9f9e7c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ac20d626360c572b2a5e7b1ca5629491b7ef9149 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3c793fabcb9f9e7c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"d4\",\n COUNT(*) AS support\nFROM \"c11\"\nGROUP BY \"d4\"\nORDER BY support ASC, \"d4\"\nLIMIT 14;","notes":"Applied the planned Low-Support Group Count template with group_col bound to \"d4\" and top_k set to 14."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3c793fabcb9f9e7c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3c793fabcb9f9e7c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3d12f75e5b2fe898/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3d12f75e5b2fe898/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..017d6d4e79f0f735497a762a830808cb8b2c698d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3d12f75e5b2fe898/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16553, "bytes_utf8": 16553, "lines": 613, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 448, "bytes_utf8": 448, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17580, "cached_input_tokens": 16768, "output_tokens": 339, "reasoning_output_tokens": 203}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3d12f75e5b2fe898/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3d12f75e5b2fe898/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0a4546302e0efa55854fb1126d49d4a743be3512 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3d12f75e5b2fe898/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_3d12f75e5b2fe898", + "api_calls": 0, + "input_tokens": 17580, + "cached_input_tokens": 16768, + "output_tokens": 339, + "total_tokens": 17919, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8629.86, + "sql_execution_elapsed_ms_total": 43.65, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3d12f75e5b2fe898/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3d12f75e5b2fe898/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3d12f75e5b2fe898/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c2dd3dfc37dd523e654b9e4c0e743204a55d6d82 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3d12f75e5b2fe898/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:46:08.341720+00:00", + "ended_at": "2026-05-19T15:46:16.971612+00:00", + "elapsed_ms": 8629.86, + "prompt_metrics": { + "chars": 16553, + "bytes_utf8": 16553, + "lines": 613, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 807, + "bytes_utf8": 807, + "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": 448, + "bytes_utf8": 448, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17580, + "cached_input_tokens": 16768, + "output_tokens": 339, + "reasoning_output_tokens": 203 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3d12f75e5b2fe898/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3d12f75e5b2fe898/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1f907e455886053e3926790ab840964e3cda9b5e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3d12f75e5b2fe898/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,613 @@ +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: c11 +- dataset_name: Connect 4 +- table_name: c11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 42 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 67557 +- important_fields: +- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1. +- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2. +- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3. +- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4. +- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5. +- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6. +- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1. +- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2. +- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3. +- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4. +- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5. +- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6. +- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1. +- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2. +- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3. +- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4. +- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5. +- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6. +- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1. +- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2. +- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3. +- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4. +- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5. +- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6. +- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1. +- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2. +- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3. +- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4. +- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5. +- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6. +- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1. +- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2. +- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3. +- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4. +- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5. +- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6. +- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1. +- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2. +- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3. +- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4. +- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5. +- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/26/connect-4 + +SQLite schema snapshot: +{ + "table_name": "c11", + "quoted_table_name": "\"c11\"", + "row_count": 67557, + "columns": [ + { + "name": "a1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "o", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "o", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "o", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "o", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "o", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c11", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=class, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "class", + "target_col": "class", + "target_value": "loss", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3d12f75e5b2fe898/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3d12f75e5b2fe898/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9a89ea83947a17b79cacf99a8269dbcb6e3a021e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3d12f75e5b2fe898/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ea-7877-7003-b32d-2626c6297ce1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"class\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'loss' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c11\\\"\\nGROUP BY \\\"class\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 10;\",\"notes\":\"Instantiated the provided Tail Target-Rate Extremes template with group_col=\\\"class\\\", target_col=\\\"class\\\", target_value='loss', min_support=5, and top_k=10.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17580,"cached_input_tokens":16768,"output_tokens":339,"reasoning_output_tokens":203}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3d12f75e5b2fe898/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3d12f75e5b2fe898/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bedc3ed08c6bdb6f4eaf7bb955ea21972a2b3797 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3d12f75e5b2fe898/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"class\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'loss' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c11\"\nGROUP BY \"class\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 10;","notes":"Instantiated the provided Tail Target-Rate Extremes template with group_col=\"class\", target_col=\"class\", target_value='loss', min_support=5, and top_k=10."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3d12f75e5b2fe898/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3d12f75e5b2fe898/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3e5d665d89ad7f63/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3e5d665d89ad7f63/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1fb3544c838cf18979416c6403904a7a014acb41 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3e5d665d89ad7f63/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=e1, condition_col=e1. +Result preview: [{"e1": "b", "condition_rate": 1.0}, {"e1": "x", "condition_rate": 0.0}, {"e1": "o", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3e5d665d89ad7f63/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3e5d665d89ad7f63/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..30e87813ff539d2112728640d4b1e6e3df2b5769 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3e5d665d89ad7f63/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: c11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c11_3e5d665d89ad7f63 +-- problem_id: v2p_c11_c5d4c25338bfc3cc +-- realization_mode: agent +-- source_kind: agent +SELECT "e1", + AVG(CASE WHEN "e1" = 'b' THEN 1.0 ELSE 0.0 END) AS "condition_rate" +FROM "c11" +GROUP BY "e1" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3e5d665d89ad7f63/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3e5d665d89ad7f63/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..65ebb927c89eb392756a9393055ff3cd256bffd4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3e5d665d89ad7f63/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate.\nSELECT \"e1\",\n AVG(CASE WHEN \"e1\" = 'b' THEN 1.0 ELSE 0.0 END) AS \"condition_rate\"\nFROM \"c11\"\nGROUP BY \"e1\"\nORDER BY \"condition_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate.\\nSELECT \\\"e1\\\",\\n AVG(CASE WHEN \\\"e1\\\" = 'b' THEN 1.0 ELSE 0.0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"e1\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\", \"columns\": [\"e1\", \"condition_rate\"], \"rows\": [{\"e1\": \"b\", \"condition_rate\": 1.0}, {\"e1\": \"x\", \"condition_rate\": 0.0}, {\"e1\": \"o\", \"condition_rate\": 0.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 25.5}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3e5d665d89ad7f63/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3e5d665d89ad7f63/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6ede8ef478f18c8f3a34d20556c78592285c8f74 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3e5d665d89ad7f63/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "c11", + "started_at": "2026-05-19T15:32:33.695377+00:00", + "ended_at": "2026-05-19T15:32:44.510298+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c11_3e5d665d89ad7f63", + "problem_id": "v2p_c11_c5d4c25338bfc3cc", + "dataset_id": "c11", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=e1, condition_col=e1.", + "bindings": { + "group_col": "e1", + "condition_col": "e1", + "condition_value": "b", + "positive_value": "b", + "negative_value": "o", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=24" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/sql/v2q_c11_3e5d665d89ad7f63.sql", + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_3e5d665d89ad7f63", + "api_calls": 0, + "input_tokens": 17529, + "cached_input_tokens": 12032, + "output_tokens": 481, + "total_tokens": 18010, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10783.45, + "sql_execution_elapsed_ms_total": 25.5, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3e5d665d89ad7f63/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3e5d665d89ad7f63/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3e5d665d89ad7f63/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4cc9a327ca034e112596480a4d8f64f3b6155f47 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3e5d665d89ad7f63/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:32:44.483461+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10783.45, "started_at": "2026-05-19T15:32:33.699256+00:00", "ended_at": "2026-05-19T15:32:44.482729+00:00", "prompt_metrics": {"chars": 16453, "bytes_utf8": 16453, "lines": 615, "estimated_tokens": null}, "response_metrics": {"chars": 458, "bytes_utf8": 458, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17529, "cached_input_tokens": 12032, "output_tokens": 481, "reasoning_output_tokens": 350}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_condition_rate.\\nSELECT \\\"e1\\\",\\n AVG(CASE WHEN \\\"e1\\\" = 'b' THEN 1.0 ELSE 0.0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"e1\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Applied the Grouped Condition Rate template with group_col=\\\"e1\\\" and condition_col=\\\"e1\\\" using condition_value='b'. Because the grouping and condition use the same column, the resulting rate is deterministic within each e1 group.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3e5d665d89ad7f63/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3e5d665d89ad7f63/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d5c0e3edca8ef0ef71a13d27113ec19b25b654b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3e5d665d89ad7f63/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_3e5d665d89ad7f63", + "api_calls": 0, + "input_tokens": 17529, + "cached_input_tokens": 12032, + "output_tokens": 481, + "total_tokens": 18010, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10783.45, + "sql_execution_elapsed_ms_total": 25.5, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3e5d665d89ad7f63/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3eb924dc38844f2e/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3eb924dc38844f2e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1a96447fcce153974be209197a7e18a2ac02ac01 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3eb924dc38844f2e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16549, "bytes_utf8": 16549, "lines": 613, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 436, "bytes_utf8": 436, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17581, "cached_input_tokens": 12032, "output_tokens": 465, "reasoning_output_tokens": 327}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3eb924dc38844f2e/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3eb924dc38844f2e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..93a288b0e10b850ba5e9bd873d5132b6ee2b29e7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3eb924dc38844f2e/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_3eb924dc38844f2e", + "api_calls": 0, + "input_tokens": 17581, + "cached_input_tokens": 12032, + "output_tokens": 465, + "total_tokens": 18046, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13082.04, + "sql_execution_elapsed_ms_total": 43.61, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3eb924dc38844f2e/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3eb924dc38844f2e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3eb924dc38844f2e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..26cd58a084a66c9f235ac627e559a8b85ebf8d09 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3eb924dc38844f2e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:47:35.540507+00:00", + "ended_at": "2026-05-19T15:47:48.622589+00:00", + "elapsed_ms": 13082.04, + "prompt_metrics": { + "chars": 16549, + "bytes_utf8": 16549, + "lines": 613, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 795, + "bytes_utf8": 795, + "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": 436, + "bytes_utf8": 436, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17581, + "cached_input_tokens": 12032, + "output_tokens": 465, + "reasoning_output_tokens": 327 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3eb924dc38844f2e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3eb924dc38844f2e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2e16fe3660d1c48ef8bb1fe2aef83c3b6182ca77 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3eb924dc38844f2e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,613 @@ +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: c11 +- dataset_name: Connect 4 +- table_name: c11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 42 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 67557 +- important_fields: +- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1. +- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2. +- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3. +- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4. +- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5. +- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6. +- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1. +- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2. +- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3. +- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4. +- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5. +- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6. +- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1. +- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2. +- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3. +- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4. +- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5. +- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6. +- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1. +- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2. +- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3. +- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4. +- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5. +- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6. +- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1. +- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2. +- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3. +- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4. +- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5. +- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6. +- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1. +- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2. +- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3. +- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4. +- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5. +- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6. +- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1. +- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2. +- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3. +- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4. +- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5. +- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/26/connect-4 + +SQLite schema snapshot: +{ + "table_name": "c11", + "quoted_table_name": "\"c11\"", + "row_count": 67557, + "columns": [ + { + "name": "a1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "o", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "o", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "o", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "o", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "o", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c11", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=a3, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "a3", + "target_col": "class", + "target_value": "loss", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3eb924dc38844f2e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3eb924dc38844f2e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..29d5eeeecd711749979bf8de643b43ec61b6b0ae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3eb924dc38844f2e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40eb-cd63-75e0-a7ab-e2e1103b13f4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"a3\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'loss' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a3\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 18;\",\"notes\":\"Uses the planned Tail Target-Rate Extremes template with group_col=\\\"a3\\\", target_col=\\\"class\\\", target_value='loss', min_support=4, and top_k=18.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17581,"cached_input_tokens":12032,"output_tokens":465,"reasoning_output_tokens":327}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3eb924dc38844f2e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3eb924dc38844f2e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1d34939354e0d5ae7d9528c0919d10a6fdd90a6d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3eb924dc38844f2e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"a3\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'loss' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c11\"\nGROUP BY \"a3\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 18;","notes":"Uses the planned Tail Target-Rate Extremes template with group_col=\"a3\", target_col=\"class\", target_value='loss', min_support=4, and top_k=18."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3eb924dc38844f2e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3eb924dc38844f2e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_40137f1571ce353f/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_40137f1571ce353f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a748cac3ee7066e8f6df8d2e34508cffa70125f2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_40137f1571ce353f/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16531, "bytes_utf8": 16531, "lines": 616, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 480, "bytes_utf8": 480, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17548, "cached_input_tokens": 16768, "output_tokens": 329, "reasoning_output_tokens": 188}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_40137f1571ce353f/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_40137f1571ce353f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3d3a7acff5df5df788ed33794c35a6349b5c66c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_40137f1571ce353f/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_40137f1571ce353f", + "api_calls": 0, + "input_tokens": 17548, + "cached_input_tokens": 16768, + "output_tokens": 329, + "total_tokens": 17877, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9007.17, + "sql_execution_elapsed_ms_total": 9.93, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_40137f1571ce353f/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_40137f1571ce353f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_40137f1571ce353f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ea3c2497f25096972a0dee770879b1a8234ae587 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_40137f1571ce353f/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:57:44.486790+00:00", + "ended_at": "2026-05-19T15:57:53.494044+00:00", + "elapsed_ms": 9007.17, + "prompt_metrics": { + "chars": 16531, + "bytes_utf8": 16531, + "lines": 616, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 852, + "bytes_utf8": 852, + "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": 480, + "bytes_utf8": 480, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17548, + "cached_input_tokens": 16768, + "output_tokens": 329, + "reasoning_output_tokens": 188 + } + }, + "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_c/c11/artifacts/v2q_c11_40137f1571ce353f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_40137f1571ce353f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..56950c1c39d4481ff61f9a5a2211df3c81790e4d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_40137f1571ce353f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,616 @@ +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: c11 +- dataset_name: Connect 4 +- table_name: c11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 42 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 67557 +- important_fields: +- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1. +- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2. +- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3. +- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4. +- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5. +- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6. +- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1. +- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2. +- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3. +- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4. +- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5. +- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6. +- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1. +- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2. +- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3. +- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4. +- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5. +- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6. +- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1. +- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2. +- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3. +- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4. +- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5. +- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6. +- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1. +- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2. +- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3. +- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4. +- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5. +- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6. +- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1. +- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2. +- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3. +- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4. +- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5. +- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6. +- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1. +- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2. +- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3. +- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4. +- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5. +- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/26/connect-4 + +SQLite schema snapshot: +{ + "table_name": "c11", + "quoted_table_name": "\"c11\"", + "row_count": 67557, + "columns": [ + { + "name": "a1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "o", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "o", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "o", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "o", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "o", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c11", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=a4.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "a4", + "predicate_col": "a4", + "predicate_op": "=", + "predicate_value": "b", + "entity_col": "a4", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_40137f1571ce353f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_40137f1571ce353f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3374e3fde0431a6e62833e0aea23e2dcbdac7d62 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_40137f1571ce353f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-17c3-76c1-a6e9-fa2b4d3cad87"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"a4\\\", COUNT(DISTINCT \\\"a4\\\") AS \\\"distinct_entities\\\"\\nFROM \\\"c11\\\"\\nWHERE \\\"a4\\\" = 'b'\\nGROUP BY \\\"a4\\\"\\nORDER BY \\\"distinct_entities\\\" DESC\\nLIMIT 12;\",\"notes\":\"Uses the bound template exactly with group_col, entity_col, and predicate_col all set to \\\"a4\\\". Because the query filters to \\\"a4\\\" = 'b' and also groups/distinct-counts \\\"a4\\\", it will return the filtered category with a distinct count of 1.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17548,"cached_input_tokens":16768,"output_tokens":329,"reasoning_output_tokens":188}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_40137f1571ce353f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_40137f1571ce353f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4af959fa0dc03ed99626168872a2a238f066ac82 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_40137f1571ce353f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"a4\", COUNT(DISTINCT \"a4\") AS \"distinct_entities\"\nFROM \"c11\"\nWHERE \"a4\" = 'b'\nGROUP BY \"a4\"\nORDER BY \"distinct_entities\" DESC\nLIMIT 12;","notes":"Uses the bound template exactly with group_col, entity_col, and predicate_col all set to \"a4\". Because the query filters to \"a4\" = 'b' and also groups/distinct-counts \"a4\", it will return the filtered category with a distinct count of 1."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_40137f1571ce353f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_40137f1571ce353f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_433a34626ceee3ca/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_433a34626ceee3ca/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..dd9598a24d0657bc6a50875f0fd88b21e26fbffe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_433a34626ceee3ca/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=a2, group_col_2=f6. +Result preview: [{"a2": "o", "f6": "x", "support": 1}, {"a2": "o", "f6": "o", "support": 2}, {"a2": "x", "f6": "o", "support": 3}, {"a2": "b", "f6": "x", "support": 17}, {"a2": "b", "f6": "o", "support": 65}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_433a34626ceee3ca/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_433a34626ceee3ca/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6f0788e973fc627ee7aa401c58ab2f6fae8b8f3f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_433a34626ceee3ca/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: c11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c11_433a34626ceee3ca +-- problem_id: v2p_c11_b3788d34c4b06e5e +-- realization_mode: agent +-- source_kind: agent +SELECT + "a2", + "f6", + COUNT(*) AS "support" +FROM "c11" +GROUP BY "a2", "f6" +ORDER BY "support" ASC, "a2", "f6" +LIMIT 10; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_433a34626ceee3ca/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_433a34626ceee3ca/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f33f24986ea2a8989363edd3c901aaee712ba620 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_433a34626ceee3ca/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"a2\",\n \"f6\",\n COUNT(*) AS \"support\"\nFROM \"c11\"\nGROUP BY \"a2\", \"f6\"\nORDER BY \"support\" ASC, \"a2\", \"f6\"\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"a2\\\",\\n \\\"f6\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a2\\\", \\\"f6\\\"\\nORDER BY \\\"support\\\" ASC, \\\"a2\\\", \\\"f6\\\"\\nLIMIT 10;\", \"columns\": [\"a2\", \"f6\", \"support\"], \"rows\": [{\"a2\": \"o\", \"f6\": \"x\", \"support\": 1}, {\"a2\": \"o\", \"f6\": \"o\", \"support\": 2}, {\"a2\": \"x\", \"f6\": \"o\", \"support\": 3}, {\"a2\": \"b\", \"f6\": \"x\", \"support\": 17}, {\"a2\": \"b\", \"f6\": \"o\", \"support\": 65}, {\"a2\": \"o\", \"f6\": \"b\", \"support\": 12021}, {\"a2\": \"x\", \"f6\": \"b\", \"support\": 12145}, {\"a2\": \"b\", \"f6\": \"b\", \"support\": 43303}], \"row_count_returned\": 8, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 54.54}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_433a34626ceee3ca/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_433a34626ceee3ca/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a6f1fa2169802731bf973a4077dbbbb176465b6e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_433a34626ceee3ca/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "c11", + "started_at": "2026-05-19T15:44:16.652512+00:00", + "ended_at": "2026-05-19T15:44:30.963514+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c11_433a34626ceee3ca", + "problem_id": "v2p_c11_b3788d34c4b06e5e", + "dataset_id": "c11", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=a2, group_col_2=f6.", + "bindings": { + "group_col": "a2", + "group_col_2": "f6", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=75" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/sql/v2q_c11_433a34626ceee3ca.sql", + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_433a34626ceee3ca", + "api_calls": 0, + "input_tokens": 17545, + "cached_input_tokens": 16768, + "output_tokens": 519, + "total_tokens": 18064, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14249.14, + "sql_execution_elapsed_ms_total": 54.54, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_433a34626ceee3ca/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_433a34626ceee3ca/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_433a34626ceee3ca/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3a7a25bfa49a14c88a1ecc9e9ed435a5a11fddf7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_433a34626ceee3ca/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:44:30.906848+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14249.14, "started_at": "2026-05-19T15:44:16.656528+00:00", "ended_at": "2026-05-19T15:44:30.905706+00:00", "prompt_metrics": {"chars": 16372, "bytes_utf8": 16372, "lines": 612, "estimated_tokens": null}, "response_metrics": {"chars": 381, "bytes_utf8": 381, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17545, "cached_input_tokens": 16768, "output_tokens": 519, "reasoning_output_tokens": 397}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"a2\\\",\\n \\\"f6\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a2\\\", \\\"f6\\\"\\nORDER BY \\\"support\\\" ASC, \\\"a2\\\", \\\"f6\\\"\\nLIMIT 10;\",\"notes\":\"Applied the requested Pairwise Sparse Slice Count template with group_col=\\\"a2\\\", group_col_2=\\\"f6\\\", and top_k=10. No additional filter conditions were provided.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_433a34626ceee3ca/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_433a34626ceee3ca/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8d68e84e3d138c1b44cf4ccd6dedc7be6a6f80b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_433a34626ceee3ca/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_433a34626ceee3ca", + "api_calls": 0, + "input_tokens": 17545, + "cached_input_tokens": 16768, + "output_tokens": 519, + "total_tokens": 18064, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14249.14, + "sql_execution_elapsed_ms_total": 54.54, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_433a34626ceee3ca/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_43e06b46a579a15b/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_43e06b46a579a15b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6962122d93c8cfa044e4f00e9317ea8a3341f335 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_43e06b46a579a15b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=a2, group_col_2=b5. +Result preview: [{"a2": "b", "b5": "b", "row_count": 8549}, {"a2": "o", "b5": "b", "row_count": 1959}, {"a2": "x", "b5": "b", "row_count": 1462}, {"a2": "b", "b5": "o", "row_count": 511}, {"a2": "b", "b5": "x", "row_count": 510}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_43e06b46a579a15b/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_43e06b46a579a15b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d50e80eff40396572e7d196ca426b572528f25a8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_43e06b46a579a15b/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: c11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c11_43e06b46a579a15b +-- problem_id: v2p_c11_3c69492b0323ffd3 +-- realization_mode: agent +-- source_kind: agent +SELECT "a2", "b5", COUNT(*) AS "row_count" +FROM "c11" +WHERE "b2" = 'x' +GROUP BY "a2", "b5" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_43e06b46a579a15b/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_43e06b46a579a15b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..301e9799dd1860aa03ce3998a7235238d862793f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_43e06b46a579a15b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"a2\", \"b5\", COUNT(*) AS \"row_count\"\nFROM \"c11\"\nWHERE \"b2\" = 'x'\nGROUP BY \"a2\", \"b5\"\nORDER BY \"row_count\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"a2\\\", \\\"b5\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c11\\\"\\nWHERE \\\"b2\\\" = 'x'\\nGROUP BY \\\"a2\\\", \\\"b5\\\"\\nORDER BY \\\"row_count\\\" DESC;\", \"columns\": [\"a2\", \"b5\", \"row_count\"], \"rows\": [{\"a2\": \"b\", \"b5\": \"b\", \"row_count\": 8549}, {\"a2\": \"o\", \"b5\": \"b\", \"row_count\": 1959}, {\"a2\": \"x\", \"b5\": \"b\", \"row_count\": 1462}, {\"a2\": \"b\", \"b5\": \"o\", \"row_count\": 511}, {\"a2\": \"b\", \"b5\": \"x\", \"row_count\": 510}, {\"a2\": \"o\", \"b5\": \"x\", \"row_count\": 43}, {\"a2\": \"o\", \"b5\": \"o\", \"row_count\": 37}, {\"a2\": \"x\", \"b5\": \"o\", \"row_count\": 28}, {\"a2\": \"x\", \"b5\": \"x\", \"row_count\": 14}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 13.43}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_43e06b46a579a15b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_43e06b46a579a15b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f66a9ab6abf783f43c293fc3130ba81405851ede --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_43e06b46a579a15b/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "c11", + "started_at": "2026-05-19T15:38:31.397168+00:00", + "ended_at": "2026-05-19T15:38:43.547231+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c11_43e06b46a579a15b", + "problem_id": "v2p_c11_3c69492b0323ffd3", + "dataset_id": "c11", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=a2, group_col_2=b5.", + "bindings": { + "group_col": "a2", + "group_col_2": "b5", + "predicate_col": "b2", + "predicate_op": "=", + "predicate_value": "x", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=1/1", + "binding_index=50" + ], + "template_selection_mode": "rule", + "selected_template_rank": 5, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/sql/v2q_c11_43e06b46a579a15b.sql", + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_43e06b46a579a15b", + "api_calls": 0, + "input_tokens": 17559, + "cached_input_tokens": 12032, + "output_tokens": 583, + "total_tokens": 18142, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12130.06, + "sql_execution_elapsed_ms_total": 13.43, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_43e06b46a579a15b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_43e06b46a579a15b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_43e06b46a579a15b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..79c10d1de2700e4ad65a8acdc01ef0ccb70d7871 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_43e06b46a579a15b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:38:43.532411+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12130.06, "started_at": "2026-05-19T15:38:31.401521+00:00", "ended_at": "2026-05-19T15:38:43.531606+00:00", "prompt_metrics": {"chars": 16506, "bytes_utf8": 16506, "lines": 616, "estimated_tokens": null}, "response_metrics": {"chars": 334, "bytes_utf8": 334, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17559, "cached_input_tokens": 12032, "output_tokens": 583, "reasoning_output_tokens": 470}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"a2\\\", \\\"b5\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c11\\\"\\nWHERE \\\"b2\\\" = 'x'\\nGROUP BY \\\"a2\\\", \\\"b5\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Applied the filtered two-dimensional group count template with group_col=\\\"a2\\\", group_col_2=\\\"b5\\\", and predicate \\\"b2\\\" = 'x'.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_43e06b46a579a15b/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_43e06b46a579a15b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f9baf5629bf47ac297c86a39c8e262d060103f36 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_43e06b46a579a15b/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_43e06b46a579a15b", + "api_calls": 0, + "input_tokens": 17559, + "cached_input_tokens": 12032, + "output_tokens": 583, + "total_tokens": 18142, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12130.06, + "sql_execution_elapsed_ms_total": 13.43, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_43e06b46a579a15b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_453aea31b6ca7d32/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_453aea31b6ca7d32/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2c64f7b1e99722e939e133e3f63758fc46f01723 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_453aea31b6ca7d32/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=d6. +Result preview: [{"d6": "x", "support": 90}, {"d6": "o", "support": 222}, {"d6": "b", "support": 67245}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_453aea31b6ca7d32/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_453aea31b6ca7d32/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f5598a4bc2293ad72c2e8146f16e89aff6b088d6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_453aea31b6ca7d32/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: c11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c11_453aea31b6ca7d32 +-- problem_id: v2p_c11_7c883f57b54ea0a6 +-- realization_mode: agent +-- source_kind: agent +SELECT + "d6", + COUNT(*) AS "support" +FROM "c11" +GROUP BY "d6" +ORDER BY "support" ASC, "d6" +LIMIT 16; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_453aea31b6ca7d32/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_453aea31b6ca7d32/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c5e71bbeed41e8db26d7e37cbde8e93c4fcc120d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_453aea31b6ca7d32/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2.\nSELECT\n \"d6\",\n COUNT(*) AS \"support\"\nFROM \"c11\"\nGROUP BY \"d6\"\nORDER BY \"support\" ASC, \"d6\"\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2.\\nSELECT\\n \\\"d6\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"d6\\\"\\nORDER BY \\\"support\\\" ASC, \\\"d6\\\"\\nLIMIT 16;\", \"columns\": [\"d6\", \"support\"], \"rows\": [{\"d6\": \"x\", \"support\": 90}, {\"d6\": \"o\", \"support\": 222}, {\"d6\": \"b\", \"support\": 67245}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 21.08}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_453aea31b6ca7d32/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_453aea31b6ca7d32/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d3ea2e7f856eaec7feef7b8cd2cac8bfed02e792 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_453aea31b6ca7d32/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "c11", + "started_at": "2026-05-19T15:42:05.209127+00:00", + "ended_at": "2026-05-19T15:42:21.526173+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c11_453aea31b6ca7d32", + "problem_id": "v2p_c11_7c883f57b54ea0a6", + "dataset_id": "c11", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=d6.", + "bindings": { + "group_col": "d6", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=66" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/sql/v2q_c11_453aea31b6ca7d32.sql", + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_453aea31b6ca7d32", + "api_calls": 0, + "input_tokens": 17477, + "cached_input_tokens": 16768, + "output_tokens": 339, + "total_tokens": 17816, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16288.45, + "sql_execution_elapsed_ms_total": 21.08, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_453aea31b6ca7d32/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_453aea31b6ca7d32/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_453aea31b6ca7d32/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5afa99c0ba9588ec7486e31ff2554b02da3ad547 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_453aea31b6ca7d32/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:42:21.503541+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16288.45, "started_at": "2026-05-19T15:42:05.214199+00:00", "ended_at": "2026-05-19T15:42:21.502677+00:00", "prompt_metrics": {"chars": 16206, "bytes_utf8": 16206, "lines": 610, "estimated_tokens": null}, "response_metrics": {"chars": 295, "bytes_utf8": 295, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17477, "cached_input_tokens": 16768, "output_tokens": 339, "reasoning_output_tokens": 242}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2.\\nSELECT\\n \\\"d6\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"d6\\\"\\nORDER BY \\\"support\\\" ASC, \\\"d6\\\"\\nLIMIT 16;\",\"notes\":\"Applied the Low-Support Group Count template with group_col bound to \\\"d6\\\" and top_k set to 16.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_453aea31b6ca7d32/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_453aea31b6ca7d32/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f7678dcc57b8aa4a32fbc33f94c41d44b99cdcda --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_453aea31b6ca7d32/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_453aea31b6ca7d32", + "api_calls": 0, + "input_tokens": 17477, + "cached_input_tokens": 16768, + "output_tokens": 339, + "total_tokens": 17816, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16288.45, + "sql_execution_elapsed_ms_total": 21.08, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_453aea31b6ca7d32/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_458986dbe4adf36a/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_458986dbe4adf36a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b3257e37496c5e73a1f71018dd86f5beacdffa4f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_458986dbe4adf36a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16393, "bytes_utf8": 16393, "lines": 614, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 346, "bytes_utf8": 346, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17516, "cached_input_tokens": 16768, "output_tokens": 211, "reasoning_output_tokens": 107}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_458986dbe4adf36a/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_458986dbe4adf36a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..83628f9d558e23ee9a22cb6bd6abf505f48853f6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_458986dbe4adf36a/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_458986dbe4adf36a", + "api_calls": 0, + "input_tokens": 17516, + "cached_input_tokens": 16768, + "output_tokens": 211, + "total_tokens": 17727, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7982.09, + "sql_execution_elapsed_ms_total": 21.7, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_458986dbe4adf36a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_458986dbe4adf36a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_458986dbe4adf36a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3d234c8a5282073dfeaec6a4add99e71b8f10b61 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_458986dbe4adf36a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:54:41.445331+00:00", + "ended_at": "2026-05-19T15:54:49.427453+00:00", + "elapsed_ms": 7982.09, + "prompt_metrics": { + "chars": 16393, + "bytes_utf8": 16393, + "lines": 614, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 702, + "bytes_utf8": 702, + "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": 346, + "bytes_utf8": 346, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17516, + "cached_input_tokens": 16768, + "output_tokens": 211, + "reasoning_output_tokens": 107 + } + }, + "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_c/c11/artifacts/v2q_c11_458986dbe4adf36a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_458986dbe4adf36a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d6e38929572980e1f97c9a8c8493503c221c50af --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_458986dbe4adf36a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,614 @@ +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: c11 +- dataset_name: Connect 4 +- table_name: c11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 42 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 67557 +- important_fields: +- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1. +- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2. +- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3. +- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4. +- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5. +- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6. +- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1. +- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2. +- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3. +- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4. +- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5. +- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6. +- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1. +- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2. +- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3. +- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4. +- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5. +- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6. +- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1. +- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2. +- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3. +- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4. +- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5. +- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6. +- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1. +- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2. +- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3. +- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4. +- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5. +- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6. +- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1. +- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2. +- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3. +- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4. +- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5. +- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6. +- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1. +- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2. +- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3. +- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4. +- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5. +- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/26/connect-4 + +SQLite schema snapshot: +{ + "table_name": "c11", + "quoted_table_name": "\"c11\"", + "row_count": 67557, + "columns": [ + { + "name": "a1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "o", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "o", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "o", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "o", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "o", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c11", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=e2.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "e2", + "predicate_col": "e2", + "predicate_op": "=", + "predicate_value": "b", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_458986dbe4adf36a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_458986dbe4adf36a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0b2831b33e0bb3c92850c7a661e66df7bed9a473 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_458986dbe4adf36a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-4cc7-7562-87cf-e5ec95787626"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"e2\\\", COUNT(*) AS support\\nFROM \\\"c11\\\"\\nWHERE \\\"e2\\\" = 'b'\\nGROUP BY \\\"e2\\\"\\nORDER BY support DESC\\nLIMIT 11;\",\"notes\":\"Applied the provided Filtered Top-k Group Count template with fixed bindings: group_col=\\\"e2\\\", predicate_col=\\\"e2\\\", predicate_value='b', top_k=11.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17516,"cached_input_tokens":16768,"output_tokens":211,"reasoning_output_tokens":107}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_458986dbe4adf36a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_458986dbe4adf36a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b5793e2aa29e96068bc0f08bd2ece9aae966f0a1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_458986dbe4adf36a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"e2\", COUNT(*) AS support\nFROM \"c11\"\nWHERE \"e2\" = 'b'\nGROUP BY \"e2\"\nORDER BY support DESC\nLIMIT 11;","notes":"Applied the provided Filtered Top-k Group Count template with fixed bindings: group_col=\"e2\", predicate_col=\"e2\", predicate_value='b', top_k=11."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_458986dbe4adf36a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_458986dbe4adf36a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4707a61cb23fad50/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4707a61cb23fad50/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0107c042098d644afbb4a207fb593214ea01a6a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4707a61cb23fad50/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=b1. +Result preview: [{"b1": "x", "distinct_entities": 1}, {"b1": "o", "distinct_entities": 1}, {"b1": "b", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4707a61cb23fad50/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4707a61cb23fad50/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..be51fe4cdde5e118fd835b89c7366cf4c0336831 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4707a61cb23fad50/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: c11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c11_4707a61cb23fad50 +-- problem_id: v2p_c11_d4a8ba15bf8e60d7 +-- realization_mode: agent +-- source_kind: agent +SELECT "b1", COUNT(DISTINCT "b1") AS distinct_entities +FROM "c11" +GROUP BY "b1" +ORDER BY distinct_entities DESC +LIMIT 11; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4707a61cb23fad50/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4707a61cb23fad50/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8430e4be0f1ca72c518c45af22917f7d9a971ce1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4707a61cb23fad50/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"b1\", COUNT(DISTINCT \"b1\") AS distinct_entities\nFROM \"c11\"\nGROUP BY \"b1\"\nORDER BY distinct_entities DESC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"b1\\\", COUNT(DISTINCT \\\"b1\\\") AS distinct_entities\\nFROM \\\"c11\\\"\\nGROUP BY \\\"b1\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 11;\", \"columns\": [\"b1\", \"distinct_entities\"], \"rows\": [{\"b1\": \"x\", \"distinct_entities\": 1}, {\"b1\": \"o\", \"distinct_entities\": 1}, {\"b1\": \"b\", \"distinct_entities\": 1}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 49.99}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4707a61cb23fad50/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4707a61cb23fad50/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..60a0507d74c9ea3fd8d522d3bccf288b3d99b525 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4707a61cb23fad50/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "c11", + "started_at": "2026-05-19T15:29:55.065162+00:00", + "ended_at": "2026-05-19T15:30:17.630864+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c11_4707a61cb23fad50", + "problem_id": "v2p_c11_d4a8ba15bf8e60d7", + "dataset_id": "c11", + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=b1.", + "bindings": { + "group_col": "b1", + "entity_col": "b1", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=6" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/sql/v2q_c11_4707a61cb23fad50.sql", + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_4707a61cb23fad50", + "api_calls": 0, + "input_tokens": 17493, + "cached_input_tokens": 12032, + "output_tokens": 243, + "total_tokens": 17736, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22505.49, + "sql_execution_elapsed_ms_total": 49.99, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4707a61cb23fad50/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4707a61cb23fad50/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4707a61cb23fad50/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..43d8bdbd5b194cfafcdc549c940d9a22d0d183f2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4707a61cb23fad50/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:30:17.577475+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 22505.49, "started_at": "2026-05-19T15:29:55.070102+00:00", "ended_at": "2026-05-19T15:30:17.575635+00:00", "prompt_metrics": {"chars": 16324, "bytes_utf8": 16324, "lines": 612, "estimated_tokens": null}, "response_metrics": {"chars": 328, "bytes_utf8": 328, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17493, "cached_input_tokens": 12032, "output_tokens": 243, "reasoning_output_tokens": 144}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"b1\\\", COUNT(DISTINCT \\\"b1\\\") AS distinct_entities\\nFROM \\\"c11\\\"\\nGROUP BY \\\"b1\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 11;\",\"notes\":\"Used the required template with bound roles group_col=\\\"b1\\\" and entity_col=\\\"b1\\\" on single table \\\"c11\\\", with top_k=11.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4707a61cb23fad50/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4707a61cb23fad50/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7b27e52a8dcbe864064f7654314858ac8953b6bf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4707a61cb23fad50/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_4707a61cb23fad50", + "api_calls": 0, + "input_tokens": 17493, + "cached_input_tokens": 12032, + "output_tokens": 243, + "total_tokens": 17736, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22505.49, + "sql_execution_elapsed_ms_total": 49.99, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4707a61cb23fad50/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4780b48017d763f0/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4780b48017d763f0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c8da2fbe813df95f0f601aa5ccdd5f20a7a22a79 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4780b48017d763f0/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=a2, target_col=class. +Result preview: [{"a2": "o", "support": 12024, "focus_rate": 0.7347804391217565}, {"a2": "b", "support": 43385, "focus_rate": 0.6629249740693788}, {"a2": "x", "support": 12148, "focus_rate": 0.5661014158709252}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4780b48017d763f0/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4780b48017d763f0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..bc9d59776923a56ecb168c0ea88f3f651b12796f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4780b48017d763f0/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: c11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c11_4780b48017d763f0 +-- problem_id: v2p_c11_43cdfb651a499799 +-- realization_mode: agent +-- source_kind: agent +SELECT + "a2", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'win' THEN 1 ELSE 0 END) AS focus_rate +FROM "c11" +GROUP BY "a2" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 12; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4780b48017d763f0/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4780b48017d763f0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a65edf382930f369a836bd84f7ff6085e974c6a7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4780b48017d763f0/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"a2\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'win' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c11\"\nGROUP BY \"a2\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"a2\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'win' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a2\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 12;\", \"columns\": [\"a2\", \"support\", \"focus_rate\"], \"rows\": [{\"a2\": \"o\", \"support\": 12024, \"focus_rate\": 0.7347804391217565}, {\"a2\": \"b\", \"support\": 43385, \"focus_rate\": 0.6629249740693788}, {\"a2\": \"x\", \"support\": 12148, \"focus_rate\": 0.5661014158709252}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 43.31}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4780b48017d763f0/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4780b48017d763f0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..077da027ad29ace246c8298c497d9957be6c97ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4780b48017d763f0/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "c11", + "started_at": "2026-05-19T15:46:52.954226+00:00", + "ended_at": "2026-05-19T15:47:07.610186+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c11_4780b48017d763f0", + "problem_id": "v2p_c11_43cdfb651a499799", + "dataset_id": "c11", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=a2, target_col=class.", + "bindings": { + "group_col": "a2", + "target_col": "class", + "target_value": "win", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=87" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/sql/v2q_c11_4780b48017d763f0.sql", + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_4780b48017d763f0", + "api_calls": 0, + "input_tokens": 17581, + "cached_input_tokens": 16768, + "output_tokens": 383, + "total_tokens": 17964, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14602.9, + "sql_execution_elapsed_ms_total": 43.31, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4780b48017d763f0/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4780b48017d763f0/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4780b48017d763f0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9b3949d2bd5d87794b5e0a968595a9517c65d0c6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4780b48017d763f0/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:47:07.564193+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14602.9, "started_at": "2026-05-19T15:46:52.959941+00:00", "ended_at": "2026-05-19T15:47:07.562888+00:00", "prompt_metrics": {"chars": 16546, "bytes_utf8": 16546, "lines": 613, "estimated_tokens": null}, "response_metrics": {"chars": 436, "bytes_utf8": 436, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17581, "cached_input_tokens": 16768, "output_tokens": 383, "reasoning_output_tokens": 245}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"a2\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'win' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a2\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 12;\",\"notes\":\"Uses the requested Tail Target-Rate Extremes template with group_col=\\\"a2\\\", target_col=\\\"class\\\", target_value='win', min_support=5, and top_k=12.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4780b48017d763f0/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4780b48017d763f0/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..dd47a58ab948ac3bd586cae406b36b296ed942f5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4780b48017d763f0/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_4780b48017d763f0", + "api_calls": 0, + "input_tokens": 17581, + "cached_input_tokens": 16768, + "output_tokens": 383, + "total_tokens": 17964, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14602.9, + "sql_execution_elapsed_ms_total": 43.31, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4780b48017d763f0/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_49711d114e6eaa0d/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_49711d114e6eaa0d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e5b0c703dd4ca40ca6c7917776ec4e022b03f5c1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_49711d114e6eaa0d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16206, "bytes_utf8": 16206, "lines": 610, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 315, "bytes_utf8": 315, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17478, "cached_input_tokens": 16768, "output_tokens": 340, "reasoning_output_tokens": 242}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_49711d114e6eaa0d/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_49711d114e6eaa0d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e9b4d35d9151dea39aa7ba4a67af1a5b54c9d298 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_49711d114e6eaa0d/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_49711d114e6eaa0d", + "api_calls": 0, + "input_tokens": 17478, + "cached_input_tokens": 16768, + "output_tokens": 340, + "total_tokens": 17818, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11910.62, + "sql_execution_elapsed_ms_total": 32.44, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_49711d114e6eaa0d/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_49711d114e6eaa0d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_49711d114e6eaa0d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..24f723a707b1aaf6283ddaeac53486c0e7344b59 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_49711d114e6eaa0d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:42:31.434418+00:00", + "ended_at": "2026-05-19T15:42:43.345064+00:00", + "elapsed_ms": 11910.62, + "prompt_metrics": { + "chars": 16206, + "bytes_utf8": 16206, + "lines": 610, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 668, + "bytes_utf8": 668, + "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": 315, + "bytes_utf8": 315, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17478, + "cached_input_tokens": 16768, + "output_tokens": 340, + "reasoning_output_tokens": 242 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_49711d114e6eaa0d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_49711d114e6eaa0d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..61c15c01bed4bc259d8efbc41ea5c072d4c713f8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_49711d114e6eaa0d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,610 @@ +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: c11 +- dataset_name: Connect 4 +- table_name: c11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 42 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 67557 +- important_fields: +- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1. +- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2. +- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3. +- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4. +- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5. +- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6. +- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1. +- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2. +- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3. +- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4. +- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5. +- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6. +- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1. +- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2. +- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3. +- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4. +- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5. +- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6. +- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1. +- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2. +- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3. +- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4. +- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5. +- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6. +- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1. +- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2. +- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3. +- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4. +- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5. +- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6. +- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1. +- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2. +- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3. +- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4. +- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5. +- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6. +- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1. +- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2. +- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3. +- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4. +- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5. +- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/26/connect-4 + +SQLite schema snapshot: +{ + "table_name": "c11", + "quoted_table_name": "\"c11\"", + "row_count": 67557, + "columns": [ + { + "name": "a1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "o", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "o", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "o", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "o", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "o", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + } + ] +} + +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": "c11", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=e1.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "e1", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_49711d114e6eaa0d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_49711d114e6eaa0d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e7da45a7f3eed000b7947f0ed7889372a77a69b5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_49711d114e6eaa0d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e7-2909-7170-99c2-c8de88b2b3fc"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"e1\\\",\\n COUNT(*) AS support\\nFROM \\\"c11\\\"\\nGROUP BY \\\"e1\\\"\\nORDER BY support ASC, \\\"e1\\\"\\nLIMIT 17;\",\"notes\":\"Uses the Low-Support Group Count template with group_col bound to \\\"e1\\\" and top_k=17 to return the lowest-support e1 groups.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17478,"cached_input_tokens":16768,"output_tokens":340,"reasoning_output_tokens":242}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_49711d114e6eaa0d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_49711d114e6eaa0d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2fd47d4e67e9a091a63fdb508c4cd9f1194be7f9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_49711d114e6eaa0d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"e1\",\n COUNT(*) AS support\nFROM \"c11\"\nGROUP BY \"e1\"\nORDER BY support ASC, \"e1\"\nLIMIT 17;","notes":"Uses the Low-Support Group Count template with group_col bound to \"e1\" and top_k=17 to return the lowest-support e1 groups."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_49711d114e6eaa0d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_49711d114e6eaa0d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4adf01e46c2bb641/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4adf01e46c2bb641/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..33416668161d108612c66018f0b0c06ca470ed95 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4adf01e46c2bb641/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=b6. +Result preview: [{"b6": "x", "distinct_entities": 1}, {"b6": "o", "distinct_entities": 1}, {"b6": "b", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4adf01e46c2bb641/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4adf01e46c2bb641/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e09056e2006d47282f02ff213edfc3180f42cd3c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4adf01e46c2bb641/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: c11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c11_4adf01e46c2bb641 +-- problem_id: v2p_c11_488fe1b559962f10 +-- realization_mode: agent +-- source_kind: agent +SELECT "b6", COUNT(DISTINCT "b6") AS distinct_entities +FROM "c11" +WHERE "c4" = 'b' +GROUP BY "b6" +ORDER BY distinct_entities DESC +LIMIT 15; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4adf01e46c2bb641/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4adf01e46c2bb641/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..93682122d15990733f7e82243fcfd80afa449dc1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4adf01e46c2bb641/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"b6\", COUNT(DISTINCT \"b6\") AS distinct_entities\nFROM \"c11\"\nWHERE \"c4\" = 'b'\nGROUP BY \"b6\"\nORDER BY distinct_entities DESC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"b6\\\", COUNT(DISTINCT \\\"b6\\\") AS distinct_entities\\nFROM \\\"c11\\\"\\nWHERE \\\"c4\\\" = 'b'\\nGROUP BY \\\"b6\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 15;\", \"columns\": [\"b6\", \"distinct_entities\"], \"rows\": [{\"b6\": \"x\", \"distinct_entities\": 1}, {\"b6\": \"o\", \"distinct_entities\": 1}, {\"b6\": \"b\", \"distinct_entities\": 1}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 29.3}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4adf01e46c2bb641/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4adf01e46c2bb641/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..02c1d48ceebe1f69f762c9065d44394157e5bd58 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4adf01e46c2bb641/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "c11", + "started_at": "2026-05-19T16:00:03.908343+00:00", + "ended_at": "2026-05-19T16:00:12.489576+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c11_4adf01e46c2bb641", + "problem_id": "v2p_c11_488fe1b559962f10", + "dataset_id": "c11", + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=b6.", + "bindings": { + "group_col": "b6", + "predicate_col": "c4", + "predicate_op": "=", + "predicate_value": "b", + "entity_col": "b6", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=140" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/sql/v2q_c11_4adf01e46c2bb641.sql", + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_4adf01e46c2bb641", + "api_calls": 0, + "input_tokens": 17547, + "cached_input_tokens": 12032, + "output_tokens": 298, + "total_tokens": 17845, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8544.32, + "sql_execution_elapsed_ms_total": 29.3, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4adf01e46c2bb641/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4adf01e46c2bb641/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4adf01e46c2bb641/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a3c083dc567b0de32325a2efcaa78155210c001b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4adf01e46c2bb641/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T16:00:12.458049+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 8544.32, "started_at": "2026-05-19T16:00:03.912595+00:00", "ended_at": "2026-05-19T16:00:12.456951+00:00", "prompt_metrics": {"chars": 16530, "bytes_utf8": 16530, "lines": 616, "estimated_tokens": null}, "response_metrics": {"chars": 489, "bytes_utf8": 489, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17547, "cached_input_tokens": 12032, "output_tokens": 298, "reasoning_output_tokens": 162}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"b6\\\", COUNT(DISTINCT \\\"b6\\\") AS distinct_entities\\nFROM \\\"c11\\\"\\nWHERE \\\"c4\\\" = 'b'\\nGROUP BY \\\"b6\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 15;\",\"notes\":\"Applied the requested template with group_col=\\\"b6\\\", entity_col=\\\"b6\\\", predicate_col=\\\"c4\\\", predicate_value='b', and top_k=15. Because the grouping column and distinct-count column are the same, each non-NULL group will typically have distinct_entities = 1.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4adf01e46c2bb641/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4adf01e46c2bb641/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5e382d955ae64160abd749ae83e52e58e7f83b0d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4adf01e46c2bb641/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_4adf01e46c2bb641", + "api_calls": 0, + "input_tokens": 17547, + "cached_input_tokens": 12032, + "output_tokens": 298, + "total_tokens": 17845, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8544.32, + "sql_execution_elapsed_ms_total": 29.3, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4adf01e46c2bb641/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4dbd31b07cf4fe39/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4dbd31b07cf4fe39/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6648fcc058737870a126b4dc544998eaf120a97c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4dbd31b07cf4fe39/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=a4. +Result preview: [{"a4": "x", "distinct_entities": 1}, {"a4": "o", "distinct_entities": 1}, {"a4": "b", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4dbd31b07cf4fe39/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4dbd31b07cf4fe39/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fbd921f78dfeaa718f135b195e69ff9f489e31c1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4dbd31b07cf4fe39/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: c11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c11_4dbd31b07cf4fe39 +-- problem_id: v2p_c11_16e07bf434da3a44 +-- realization_mode: agent +-- source_kind: agent +SELECT "a4", COUNT(DISTINCT "a4") AS distinct_entities +FROM "c11" +WHERE "b2" = 'o' +GROUP BY "a4" +ORDER BY distinct_entities DESC +LIMIT 17; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4dbd31b07cf4fe39/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4dbd31b07cf4fe39/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1b4da36e750f224b02722b4cf950efebdbf6242e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4dbd31b07cf4fe39/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"a4\", COUNT(DISTINCT \"a4\") AS distinct_entities\nFROM \"c11\"\nWHERE \"b2\" = 'o'\nGROUP BY \"a4\"\nORDER BY distinct_entities DESC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"a4\\\", COUNT(DISTINCT \\\"a4\\\") AS distinct_entities\\nFROM \\\"c11\\\"\\nWHERE \\\"b2\\\" = 'o'\\nGROUP BY \\\"a4\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 17;\", \"columns\": [\"a4\", \"distinct_entities\"], \"rows\": [{\"a4\": \"x\", \"distinct_entities\": 1}, {\"a4\": \"o\", \"distinct_entities\": 1}, {\"a4\": \"b\", \"distinct_entities\": 1}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.36}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4dbd31b07cf4fe39/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4dbd31b07cf4fe39/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e55298a3f709a999a53085f10d58ac27ab367086 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4dbd31b07cf4fe39/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "c11", + "started_at": "2026-05-19T15:57:53.506777+00:00", + "ended_at": "2026-05-19T15:58:09.133085+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c11_4dbd31b07cf4fe39", + "problem_id": "v2p_c11_16e07bf434da3a44", + "dataset_id": "c11", + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=a4.", + "bindings": { + "group_col": "a4", + "predicate_col": "b2", + "predicate_op": "=", + "predicate_value": "o", + "entity_col": "a4", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=132" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/sql/v2q_c11_4dbd31b07cf4fe39.sql", + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_4dbd31b07cf4fe39", + "api_calls": 0, + "input_tokens": 17547, + "cached_input_tokens": 16768, + "output_tokens": 316, + "total_tokens": 17863, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14607.33, + "sql_execution_elapsed_ms_total": 10.36, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4dbd31b07cf4fe39/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4dbd31b07cf4fe39/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4dbd31b07cf4fe39/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7b7f9880cc04b1eb569dbf22647bdf699bbc1cc1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4dbd31b07cf4fe39/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:57:59.317036+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 5805.98, "started_at": "2026-05-19T15:57:53.509960+00:00", "ended_at": "2026-05-19T15:57:59.315972+00:00", "prompt_metrics": {"chars": 16530, "bytes_utf8": 16530, "lines": 616, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f5-3b03-7340-b242-25dc369a0bed\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T15:58:09.121394+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 8801.35, "started_at": "2026-05-19T15:58:00.319230+00:00", "ended_at": "2026-05-19T15:58:09.120621+00:00", "prompt_metrics": {"chars": 16530, "bytes_utf8": 16530, "lines": 616, "estimated_tokens": null}, "response_metrics": {"chars": 478, "bytes_utf8": 478, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17547, "cached_input_tokens": 16768, "output_tokens": 316, "reasoning_output_tokens": 174}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"a4\\\", COUNT(DISTINCT \\\"a4\\\") AS distinct_entities\\nFROM \\\"c11\\\"\\nWHERE \\\"b2\\\" = 'o'\\nGROUP BY \\\"a4\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 17;\",\"notes\":\"Applied the provided template with bound roles: group_col=\\\"a4\\\", entity_col=\\\"a4\\\", predicate_col=\\\"b2\\\", predicate_value='o', top_k=17. Because entity_col and group_col are the same column, COUNT(DISTINCT \\\"a4\\\") will be 1 for each non-NULL group.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4dbd31b07cf4fe39/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4dbd31b07cf4fe39/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..05a77dcf786d821718cb5f08f8cf4998c12cc9b5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4dbd31b07cf4fe39/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_4dbd31b07cf4fe39", + "api_calls": 0, + "input_tokens": 17547, + "cached_input_tokens": 16768, + "output_tokens": 316, + "total_tokens": 17863, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14607.33, + "sql_execution_elapsed_ms_total": 10.36, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4dbd31b07cf4fe39/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4f29744312a4328e/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4f29744312a4328e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b444371316c009d4b7694cefdc85dcb30ca2a5df --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4f29744312a4328e/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16492, "bytes_utf8": 16492, "lines": 615, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "status": "failed", "error": "AI CLI command failed with exit code 1: "} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 16492, "bytes_utf8": 16492, "lines": 615, "estimated_tokens": null}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 387, "bytes_utf8": 387, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17567, "cached_input_tokens": 16768, "output_tokens": 402, "reasoning_output_tokens": 279}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4f29744312a4328e/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4f29744312a4328e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4655aef91f4be6a0c3b45bf09a7790a3bdb58aae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4f29744312a4328e/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_4f29744312a4328e", + "api_calls": 0, + "input_tokens": 17567, + "cached_input_tokens": 16768, + "output_tokens": 402, + "total_tokens": 17969, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18186.68, + "sql_execution_elapsed_ms_total": 83.07, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4f29744312a4328e/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4f29744312a4328e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4f29744312a4328e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d03dc3c7643d0deae268619bd89d7abbc820d588 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4f29744312a4328e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:52:56.514735+00:00", + "ended_at": "2026-05-19T15:53:00.318893+00:00", + "elapsed_ms": 3804.13, + "returncode": 1, + "prompt_metrics": { + "chars": 16492, + "bytes_utf8": 16492, + "lines": 615, + "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_c/c11/artifacts/v2q_c11_4f29744312a4328e/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4f29744312a4328e/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..91700749f415f4e5424391d80d76b35df13d1add --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4f29744312a4328e/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:53:01.320571+00:00", + "ended_at": "2026-05-19T15:53:15.703159+00:00", + "elapsed_ms": 14382.55, + "prompt_metrics": { + "chars": 16492, + "bytes_utf8": 16492, + "lines": 615, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 762, + "bytes_utf8": 762, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 387, + "bytes_utf8": 387, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17567, + "cached_input_tokens": 16768, + "output_tokens": 402, + "reasoning_output_tokens": 279 + } + }, + "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_c/c11/artifacts/v2q_c11_4f29744312a4328e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4f29744312a4328e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..64971757320a190185c07d961b1cb6afd6c5df0d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4f29744312a4328e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,615 @@ +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: c11 +- dataset_name: Connect 4 +- table_name: c11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 42 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 67557 +- important_fields: +- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1. +- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2. +- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3. +- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4. +- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5. +- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6. +- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1. +- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2. +- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3. +- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4. +- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5. +- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6. +- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1. +- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2. +- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3. +- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4. +- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5. +- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6. +- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1. +- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2. +- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3. +- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4. +- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5. +- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6. +- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1. +- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2. +- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3. +- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4. +- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5. +- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6. +- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1. +- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2. +- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3. +- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4. +- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5. +- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6. +- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1. +- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2. +- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3. +- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4. +- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5. +- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/26/connect-4 + +SQLite schema snapshot: +{ + "table_name": "c11", + "quoted_table_name": "\"c11\"", + "row_count": 67557, + "columns": [ + { + "name": "a1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "o", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "o", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "o", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "o", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "o", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c11", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=a3, group_col_2=e2, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "a3", + "group_col_2": "e2", + "target_col": "class", + "target_value": "win", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4f29744312a4328e/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4f29744312a4328e/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..64971757320a190185c07d961b1cb6afd6c5df0d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4f29744312a4328e/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,615 @@ +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: c11 +- dataset_name: Connect 4 +- table_name: c11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 42 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 67557 +- important_fields: +- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1. +- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2. +- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3. +- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4. +- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5. +- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6. +- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1. +- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2. +- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3. +- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4. +- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5. +- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6. +- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1. +- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2. +- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3. +- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4. +- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5. +- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6. +- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1. +- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2. +- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3. +- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4. +- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5. +- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6. +- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1. +- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2. +- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3. +- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4. +- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5. +- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6. +- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1. +- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2. +- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3. +- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4. +- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5. +- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6. +- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1. +- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2. +- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3. +- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4. +- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5. +- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/26/connect-4 + +SQLite schema snapshot: +{ + "table_name": "c11", + "quoted_table_name": "\"c11\"", + "row_count": 67557, + "columns": [ + { + "name": "a1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "o", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "o", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "o", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "o", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "o", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c11", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=a3, group_col_2=e2, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "a3", + "group_col_2": "e2", + "target_col": "class", + "target_value": "win", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4f29744312a4328e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4f29744312a4328e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0ac87e3624fce959d41cc603299539abeafde332 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4f29744312a4328e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f0-b2e1-7990-949d-e41a64a75ded"} +{"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_c/c11/artifacts/v2q_c11_4f29744312a4328e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4f29744312a4328e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a37e1b3c637b980e4cbcfb78da282a736dd8bdf5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4f29744312a4328e/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f0-b2e1-7990-949d-e41a64a75ded"} +{"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_c/c11/artifacts/v2q_c11_4f29744312a4328e/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4f29744312a4328e/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..47d83e93d64f9b31708d6644202fe12bd36e231b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4f29744312a4328e/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f0-c5a5-74c2-a08a-9c8d3fc0b9c9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"a3\\\", \\\"e2\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'win' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a3\\\", \\\"e2\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Applied the specified Two-Axis Target Rate Surface template using \\\"a3\\\" and \\\"e2\\\" as grouping axes and computing the win rate from \\\"class\\\" = 'win'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17567,"cached_input_tokens":16768,"output_tokens":402,"reasoning_output_tokens":279}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4f29744312a4328e/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4f29744312a4328e/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e5b64eaf5e0c7da356c71518c1022af74868abe9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4f29744312a4328e/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"a3\", \"e2\",\n AVG(CASE WHEN \"class\" = 'win' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c11\"\nGROUP BY \"a3\", \"e2\"\nORDER BY \"target_rate\" DESC;","notes":"Applied the specified Two-Axis Target Rate Surface template using \"a3\" and \"e2\" as grouping axes and computing the win rate from \"class\" = 'win'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4f29744312a4328e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4f29744312a4328e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4f29744312a4328e/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4f29744312a4328e/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4fd77357e73b6d93/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4fd77357e73b6d93/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..65c6816badea31ad44ce02812b3f23aecdfa092a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4fd77357e73b6d93/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:56:49.563103+00:00", + "ended_at": "2026-05-19T15:56:52.800866+00:00", + "elapsed_ms": 3237.74, + "returncode": 1, + "prompt_metrics": { + "chars": 16306, + "bytes_utf8": 16306, + "lines": 612, + "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_c/c11/artifacts/v2q_c11_4fd77357e73b6d93/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4fd77357e73b6d93/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..109117ab4eb1ef0fe76dedaa1b8cfc6a328201ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4fd77357e73b6d93/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:56:53.803605+00:00", + "ended_at": "2026-05-19T15:56:56.824281+00:00", + "elapsed_ms": 3020.63, + "returncode": 1, + "prompt_metrics": { + "chars": 16306, + "bytes_utf8": 16306, + "lines": 612, + "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_c/c11/artifacts/v2q_c11_4fd77357e73b6d93/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4fd77357e73b6d93/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..43e6092dc8f4a4683ed3d420abaf41e433d6dc79 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4fd77357e73b6d93/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,612 @@ +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: c11 +- dataset_name: Connect 4 +- table_name: c11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 42 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 67557 +- important_fields: +- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1. +- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2. +- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3. +- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4. +- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5. +- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6. +- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1. +- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2. +- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3. +- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4. +- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5. +- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6. +- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1. +- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2. +- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3. +- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4. +- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5. +- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6. +- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1. +- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2. +- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3. +- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4. +- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5. +- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6. +- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1. +- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2. +- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3. +- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4. +- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5. +- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6. +- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1. +- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2. +- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3. +- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4. +- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5. +- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6. +- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1. +- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2. +- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3. +- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4. +- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5. +- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/26/connect-4 + +SQLite schema snapshot: +{ + "table_name": "c11", + "quoted_table_name": "\"c11\"", + "row_count": 67557, + "columns": [ + { + "name": "a1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "o", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "o", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "o", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "o", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "o", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c11", + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=a3, group_col_2=g6.", + "planned_template_id": "tpl_clickbench_two_dimensional_topk_count", + "bindings": { + "group_col": "a3", + "group_col_2": "g6", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4fd77357e73b6d93/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4fd77357e73b6d93/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..43e6092dc8f4a4683ed3d420abaf41e433d6dc79 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4fd77357e73b6d93/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,612 @@ +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: c11 +- dataset_name: Connect 4 +- table_name: c11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 42 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 67557 +- important_fields: +- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1. +- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2. +- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3. +- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4. +- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5. +- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6. +- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1. +- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2. +- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3. +- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4. +- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5. +- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6. +- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1. +- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2. +- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3. +- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4. +- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5. +- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6. +- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1. +- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2. +- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3. +- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4. +- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5. +- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6. +- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1. +- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2. +- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3. +- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4. +- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5. +- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6. +- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1. +- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2. +- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3. +- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4. +- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5. +- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6. +- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1. +- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2. +- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3. +- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4. +- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5. +- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/26/connect-4 + +SQLite schema snapshot: +{ + "table_name": "c11", + "quoted_table_name": "\"c11\"", + "row_count": 67557, + "columns": [ + { + "name": "a1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "o", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "o", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "o", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "o", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "o", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c11", + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=a3, group_col_2=g6.", + "planned_template_id": "tpl_clickbench_two_dimensional_topk_count", + "bindings": { + "group_col": "a3", + "group_col_2": "g6", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4fd77357e73b6d93/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4fd77357e73b6d93/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9cfb9645ce05089c3775eb078c40b807213719b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4fd77357e73b6d93/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-411a-75e3-acaf-c71ddc074126"} +{"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_c/c11/artifacts/v2q_c11_4fd77357e73b6d93/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4fd77357e73b6d93/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..315729c0db308618e76e95f2d3b8ee72f2e884a9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4fd77357e73b6d93/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-411a-75e3-acaf-c71ddc074126"} +{"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_c/c11/artifacts/v2q_c11_4fd77357e73b6d93/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4fd77357e73b6d93/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..90926387410fe4b094e7316b0061793e89f650a3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4fd77357e73b6d93/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-51b8-75c1-85ae-8581c1a852ee"} +{"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_c/c11/artifacts/v2q_c11_4fd77357e73b6d93/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4fd77357e73b6d93/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ced2dcc6b6c56019d989384e06932846200cdd88 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4fd77357e73b6d93/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-51b8-75c1-85ae-8581c1a852ee"} +{"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_c/c11/artifacts/v2q_c11_4fd77357e73b6d93/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4fd77357e73b6d93/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4fd77357e73b6d93/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4fd77357e73b6d93/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_509e09f2cdbf70be/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_509e09f2cdbf70be/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c38220d401ad908ef06c4664b45111f4bc346b94 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_509e09f2cdbf70be/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=a2, group_col_2=b6. +Result preview: [{"a2": "b", "b6": "b", "row_count": 33014}, {"a2": "x", "b6": "b", "row_count": 10726}, {"a2": "o", "b6": "b", "row_count": 10612}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_509e09f2cdbf70be/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_509e09f2cdbf70be/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..421aaed5d5a37917716d7e9cdf540aab69548e28 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_509e09f2cdbf70be/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: c11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c11_509e09f2cdbf70be +-- problem_id: v2p_c11_72d170d95a943272 +-- realization_mode: agent +-- source_kind: agent +SELECT "a2", "b6", COUNT(*) AS "row_count" +FROM "c11" +WHERE "b3" = 'b' +GROUP BY "a2", "b6" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_509e09f2cdbf70be/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_509e09f2cdbf70be/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..914a80cbbef38582e0e7a1783b15704dd5e70da7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_509e09f2cdbf70be/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"a2\", \"b6\", COUNT(*) AS \"row_count\"\nFROM \"c11\"\nWHERE \"b3\" = 'b'\nGROUP BY \"a2\", \"b6\"\nORDER BY \"row_count\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"a2\\\", \\\"b6\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c11\\\"\\nWHERE \\\"b3\\\" = 'b'\\nGROUP BY \\\"a2\\\", \\\"b6\\\"\\nORDER BY \\\"row_count\\\" DESC;\", \"columns\": [\"a2\", \"b6\", \"row_count\"], \"rows\": [{\"a2\": \"b\", \"b6\": \"b\", \"row_count\": 33014}, {\"a2\": \"x\", \"b6\": \"b\", \"row_count\": 10726}, {\"a2\": \"o\", \"b6\": \"b\", \"row_count\": 10612}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 30.92}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_509e09f2cdbf70be/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_509e09f2cdbf70be/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..015f2bbc505840c610166f9ea15e5c94385f9af3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_509e09f2cdbf70be/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "c11", + "started_at": "2026-05-19T15:38:43.547736+00:00", + "ended_at": "2026-05-19T15:38:54.147056+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c11_509e09f2cdbf70be", + "problem_id": "v2p_c11_72d170d95a943272", + "dataset_id": "c11", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=a2, group_col_2=b6.", + "bindings": { + "group_col": "a2", + "group_col_2": "b6", + "predicate_col": "b3", + "predicate_op": "=", + "predicate_value": "b", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=51" + ], + "template_selection_mode": "rule", + "selected_template_rank": 5, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/sql/v2q_c11_509e09f2cdbf70be.sql", + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_509e09f2cdbf70be", + "api_calls": 0, + "input_tokens": 17559, + "cached_input_tokens": 16768, + "output_tokens": 498, + "total_tokens": 18057, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10562.76, + "sql_execution_elapsed_ms_total": 30.92, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_509e09f2cdbf70be/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_509e09f2cdbf70be/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_509e09f2cdbf70be/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c32ceabfd9e88ad62ca034b91aa0f0c76ed76f16 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_509e09f2cdbf70be/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:38:54.114731+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10562.76, "started_at": "2026-05-19T15:38:43.551149+00:00", "ended_at": "2026-05-19T15:38:54.113933+00:00", "prompt_metrics": {"chars": 16505, "bytes_utf8": 16505, "lines": 616, "estimated_tokens": null}, "response_metrics": {"chars": 353, "bytes_utf8": 353, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17559, "cached_input_tokens": 16768, "output_tokens": 498, "reasoning_output_tokens": 383}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"a2\\\", \\\"b6\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c11\\\"\\nWHERE \\\"b3\\\" = 'b'\\nGROUP BY \\\"a2\\\", \\\"b6\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Applied the planned filtered two-dimensional group count template using \\\"a2\\\" and \\\"b6\\\" as grouping columns, filtered to rows where \\\"b3\\\" = 'b'.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_509e09f2cdbf70be/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_509e09f2cdbf70be/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..00e4e9900fd9608f37c6c02d8dca0f0d25766c3c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_509e09f2cdbf70be/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_509e09f2cdbf70be", + "api_calls": 0, + "input_tokens": 17559, + "cached_input_tokens": 16768, + "output_tokens": 498, + "total_tokens": 18057, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10562.76, + "sql_execution_elapsed_ms_total": 30.92, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_509e09f2cdbf70be/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5308af24fb4b8f8f/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5308af24fb4b8f8f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..72384b6ac34c37eb8263ede809a99abbb8401e7a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5308af24fb4b8f8f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=b4. +Result preview: [{"b4": "b", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5308af24fb4b8f8f/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5308af24fb4b8f8f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d6e030ec43987efc7a9784153bc640f8aafe79c1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5308af24fb4b8f8f/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: c11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c11_5308af24fb4b8f8f +-- problem_id: v2p_c11_fc0f30a4a318a2b9 +-- realization_mode: agent +-- source_kind: agent +SELECT "b4", COUNT(DISTINCT "b4") AS distinct_entities +FROM "c11" +WHERE "b4" = 'b' +GROUP BY "b4" +ORDER BY distinct_entities DESC +LIMIT 13; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5308af24fb4b8f8f/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5308af24fb4b8f8f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7c4456b0a506c36ef931f716f5c932f22dccdd39 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5308af24fb4b8f8f/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"b4\", COUNT(DISTINCT \"b4\") AS distinct_entities\nFROM \"c11\"\nWHERE \"b4\" = 'b'\nGROUP BY \"b4\"\nORDER BY distinct_entities DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"b4\\\", COUNT(DISTINCT \\\"b4\\\") AS distinct_entities\\nFROM \\\"c11\\\"\\nWHERE \\\"b4\\\" = 'b'\\nGROUP BY \\\"b4\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 13;\", \"columns\": [\"b4\", \"distinct_entities\"], \"rows\": [{\"b4\": \"b\", \"distinct_entities\": 1}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.73}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5308af24fb4b8f8f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5308af24fb4b8f8f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d20ea8a53ecebbed90921cf36786447f79ba3989 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5308af24fb4b8f8f/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "c11", + "started_at": "2026-05-19T15:59:25.415140+00:00", + "ended_at": "2026-05-19T15:59:36.079647+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c11_5308af24fb4b8f8f", + "problem_id": "v2p_c11_fc0f30a4a318a2b9", + "dataset_id": "c11", + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=b4.", + "bindings": { + "group_col": "b4", + "predicate_col": "b4", + "predicate_op": "=", + "predicate_value": "b", + "entity_col": "b4", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=138" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/sql/v2q_c11_5308af24fb4b8f8f.sql", + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_5308af24fb4b8f8f", + "api_calls": 0, + "input_tokens": 17548, + "cached_input_tokens": 16768, + "output_tokens": 376, + "total_tokens": 17924, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10647.19, + "sql_execution_elapsed_ms_total": 10.73, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5308af24fb4b8f8f/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5308af24fb4b8f8f/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5308af24fb4b8f8f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9d06c5c69832164409f96ae7bfae520bbebf8594 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5308af24fb4b8f8f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:59:36.067540+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10647.19, "started_at": "2026-05-19T15:59:25.419584+00:00", "ended_at": "2026-05-19T15:59:36.066795+00:00", "prompt_metrics": {"chars": 16531, "bytes_utf8": 16531, "lines": 616, "estimated_tokens": null}, "response_metrics": {"chars": 551, "bytes_utf8": 551, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17548, "cached_input_tokens": 16768, "output_tokens": 376, "reasoning_output_tokens": 227}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"b4\\\", COUNT(DISTINCT \\\"b4\\\") AS distinct_entities\\nFROM \\\"c11\\\"\\nWHERE \\\"b4\\\" = 'b'\\nGROUP BY \\\"b4\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 13;\",\"notes\":\"Used the provided template and fixed bindings exactly as given. Note: because \\\"group_col\\\", \\\"entity_col\\\", and \\\"predicate_col\\\" are all \\\"b4\\\", this query is structurally valid but will effectively return the distinct count of \\\"b4\\\" within the filtered \\\"b4\\\"='b' group, which is expected to be a single grouped value.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5308af24fb4b8f8f/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5308af24fb4b8f8f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..92bf52b58787080cd75397ab0a3469493ec0c620 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5308af24fb4b8f8f/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_5308af24fb4b8f8f", + "api_calls": 0, + "input_tokens": 17548, + "cached_input_tokens": 16768, + "output_tokens": 376, + "total_tokens": 17924, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10647.19, + "sql_execution_elapsed_ms_total": 10.73, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5308af24fb4b8f8f/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5690a49ce3ab9624/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5690a49ce3ab9624/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..cfc151ce373e0d0a11e28ff3f937767cc6641001 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5690a49ce3ab9624/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=e4, condition_col=e4. +Result preview: [{"e4": "o", "condition_rate": 1.0}, {"e4": "x", "condition_rate": 0.0}, {"e4": "b", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5690a49ce3ab9624/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5690a49ce3ab9624/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..aceb481f5ccd14a384dde0dca9e512345728c12e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5690a49ce3ab9624/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: c11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c11_5690a49ce3ab9624 +-- problem_id: v2p_c11_0e4193faa001f3e8 +-- realization_mode: agent +-- source_kind: agent +SELECT "e4", + AVG(CASE WHEN "e4" = 'o' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "c11" +GROUP BY "e4" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5690a49ce3ab9624/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5690a49ce3ab9624/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d2996b3dcd5b188a3657833389ef5e167152ba43 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5690a49ce3ab9624/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"e4\",\n AVG(CASE WHEN \"e4\" = 'o' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"c11\"\nGROUP BY \"e4\"\nORDER BY \"condition_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"e4\\\",\\n AVG(CASE WHEN \\\"e4\\\" = 'o' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"e4\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\", \"columns\": [\"e4\", \"condition_rate\"], \"rows\": [{\"e4\": \"o\", \"condition_rate\": 1.0}, {\"e4\": \"x\", \"condition_rate\": 0.0}, {\"e4\": \"b\", \"condition_rate\": 0.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 20.55}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5690a49ce3ab9624/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5690a49ce3ab9624/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e863f60bdc756d8e7764353cb755e4fc34e8b33e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5690a49ce3ab9624/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "c11", + "started_at": "2026-05-19T15:34:22.404854+00:00", + "ended_at": "2026-05-19T15:34:34.371973+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c11_5690a49ce3ab9624", + "problem_id": "v2p_c11_0e4193faa001f3e8", + "dataset_id": "c11", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=e4, condition_col=e4.", + "bindings": { + "group_col": "e4", + "condition_col": "e4", + "condition_value": "o", + "positive_value": "b", + "negative_value": "o", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=27" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/sql/v2q_c11_5690a49ce3ab9624.sql", + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_5690a49ce3ab9624", + "api_calls": 0, + "input_tokens": 17529, + "cached_input_tokens": 12032, + "output_tokens": 401, + "total_tokens": 17930, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11940.85, + "sql_execution_elapsed_ms_total": 20.55, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5690a49ce3ab9624/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5690a49ce3ab9624/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5690a49ce3ab9624/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e8c367b0bfc5dbe87899f10b66c1c97b76538ed0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5690a49ce3ab9624/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:34:34.350134+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11940.85, "started_at": "2026-05-19T15:34:22.408517+00:00", "ended_at": "2026-05-19T15:34:34.349394+00:00", "prompt_metrics": {"chars": 16446, "bytes_utf8": 16446, "lines": 615, "estimated_tokens": null}, "response_metrics": {"chars": 344, "bytes_utf8": 344, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17529, "cached_input_tokens": 12032, "output_tokens": 401, "reasoning_output_tokens": 294}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"e4\\\",\\n AVG(CASE WHEN \\\"e4\\\" = 'o' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"e4\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Applied the Grouped Condition Rate template exactly as bound: group_col=\\\"e4\\\", condition_col=\\\"e4\\\", condition_value='o'.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5690a49ce3ab9624/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5690a49ce3ab9624/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..cc44a50a741325d7ca2354e4d625fefb15f1d78c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5690a49ce3ab9624/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_5690a49ce3ab9624", + "api_calls": 0, + "input_tokens": 17529, + "cached_input_tokens": 12032, + "output_tokens": 401, + "total_tokens": 17930, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11940.85, + "sql_execution_elapsed_ms_total": 20.55, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5690a49ce3ab9624/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_59c86b25b089e1d5/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_59c86b25b089e1d5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9b5268095389536f29111f58cf3c1f2c7a571258 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_59c86b25b089e1d5/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "b", "support": 55527, "support_share": 0.8219281495625916, "cumulative_support": 55527}, {"value_label": "x", "support": 6489, "support_share": 0.09605222256760958, "cumulative_support": 62016}, {"value_label": "o", "support": 5541, "support_share": 0.08201962786979884, "cumulative_support": 67557}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_59c86b25b089e1d5/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_59c86b25b089e1d5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..819ea68e7d10bb90a273b6e90f32321405a0723c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_59c86b25b089e1d5/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: c11 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c11_59c86b25b089e1d5 +-- problem_id: v2p_c11_199d2dbfd2474676 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "e2" AS value_label, COUNT(*) AS support + FROM "c11" + GROUP BY "e2" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_59c86b25b089e1d5/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_59c86b25b089e1d5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c4dd33c205bfc22b4924505821abea8364b3435e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_59c86b25b089e1d5/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_c\n-- sql_source_dataset_id: c11\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_c11_59c86b25b089e1d5\n-- problem_id: v2p_c11_199d2dbfd2474676\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"e2\" AS value_label, COUNT(*) AS support\n FROM \"c11\"\n GROUP BY \"e2\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_c\\n-- sql_source_dataset_id: c11\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_c11_59c86b25b089e1d5\\n-- problem_id: v2p_c11_199d2dbfd2474676\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"e2\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c11\\\"\\n GROUP BY \\\"e2\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"b\", \"support\": 55527, \"support_share\": 0.8219281495625916, \"cumulative_support\": 55527}, {\"value_label\": \"x\", \"support\": 6489, \"support_share\": 0.09605222256760958, \"cumulative_support\": 62016}, {\"value_label\": \"o\", \"support\": 5541, \"support_share\": 0.08201962786979884, \"cumulative_support\": 67557}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 21.18}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_59c86b25b089e1d5/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_59c86b25b089e1d5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5354bdd320a4ab8a657fbbb510b855bd7b5edcaf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_59c86b25b089e1d5/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "c11", + "started_at": "2026-05-19T16:00:12.636599+00:00", + "ended_at": "2026-05-19T16:00:12.658693+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c11_59c86b25b089e1d5", + "problem_id": "v2p_c11_199d2dbfd2474676", + "dataset_id": "c11", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "value_imbalance_profile", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=e2.", + "bindings": { + "group_col": "e2" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=8", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/sql/v2q_c11_59c86b25b089e1d5.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_59c86b25b089e1d5/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_59c86b25b089e1d5/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_59c86b25b089e1d5/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5b7d94d0c29cc8c4/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5b7d94d0c29cc8c4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0ad4c05fa06eec6b0eebdbe0bd38f3c22dad0f1b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5b7d94d0c29cc8c4/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=e4. +Result preview: [{"e4": "x", "support": 956}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5b7d94d0c29cc8c4/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5b7d94d0c29cc8c4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..301e69a4420d9d568be73a3258bce26d680fc16d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5b7d94d0c29cc8c4/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: c11 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c11_5b7d94d0c29cc8c4 +-- problem_id: v2p_c11_bf29265400bf2601 +-- realization_mode: agent +-- source_kind: agent +SELECT "e4", COUNT(*) AS support +FROM "c11" +WHERE "e4" = 'x' +GROUP BY "e4" +ORDER BY support DESC +LIMIT 13; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5b7d94d0c29cc8c4/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5b7d94d0c29cc8c4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..960ce7edc4272091ff62b6186fdd40bd4424615d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5b7d94d0c29cc8c4/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"e4\", COUNT(*) AS support\nFROM \"c11\"\nWHERE \"e4\" = 'x'\nGROUP BY \"e4\"\nORDER BY support DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"e4\\\", COUNT(*) AS support\\nFROM \\\"c11\\\"\\nWHERE \\\"e4\\\" = 'x'\\nGROUP BY \\\"e4\\\"\\nORDER BY support DESC\\nLIMIT 13;\", \"columns\": [\"e4\", \"support\"], \"rows\": [{\"e4\": \"x\", \"support\": 956}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 13.02}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5b7d94d0c29cc8c4/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5b7d94d0c29cc8c4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d284a307eaeb712269701e07495075560eff809c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5b7d94d0c29cc8c4/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "c11", + "started_at": "2026-05-19T15:55:16.255293+00:00", + "ended_at": "2026-05-19T15:55:23.450176+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c11_5b7d94d0c29cc8c4", + "problem_id": "v2p_c11_bf29265400bf2601", + "dataset_id": "c11", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=e4.", + "bindings": { + "group_col": "e4", + "predicate_col": "e4", + "predicate_op": "=", + "predicate_value": "x", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=113" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/sql/v2q_c11_5b7d94d0c29cc8c4.sql", + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_5b7d94d0c29cc8c4", + "api_calls": 0, + "input_tokens": 17516, + "cached_input_tokens": 16768, + "output_tokens": 209, + "total_tokens": 17725, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7170.61, + "sql_execution_elapsed_ms_total": 13.02, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5b7d94d0c29cc8c4/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5b7d94d0c29cc8c4/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5b7d94d0c29cc8c4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..65229c5cbd92bf0f57833b96cfc3472c3a9af093 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5b7d94d0c29cc8c4/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:55:23.434824+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 7170.61, "started_at": "2026-05-19T15:55:16.262292+00:00", "ended_at": "2026-05-19T15:55:23.432948+00:00", "prompt_metrics": {"chars": 16393, "bytes_utf8": 16393, "lines": 614, "estimated_tokens": null}, "response_metrics": {"chars": 346, "bytes_utf8": 346, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17516, "cached_input_tokens": 16768, "output_tokens": 209, "reasoning_output_tokens": 105}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"e4\\\", COUNT(*) AS support\\nFROM \\\"c11\\\"\\nWHERE \\\"e4\\\" = 'x'\\nGROUP BY \\\"e4\\\"\\nORDER BY support DESC\\nLIMIT 13;\",\"notes\":\"Applied the provided Filtered Top-k Group Count template with fixed bindings: group_col=\\\"e4\\\", predicate_col=\\\"e4\\\", predicate_value='x', top_k=13.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5b7d94d0c29cc8c4/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5b7d94d0c29cc8c4/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c0b6413ac8a9eef3e175781eb0e4c2a3e3c52176 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5b7d94d0c29cc8c4/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_5b7d94d0c29cc8c4", + "api_calls": 0, + "input_tokens": 17516, + "cached_input_tokens": 16768, + "output_tokens": 209, + "total_tokens": 17725, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7170.61, + "sql_execution_elapsed_ms_total": 13.02, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5b7d94d0c29cc8c4/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5c7a0ad08cb9476a/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5c7a0ad08cb9476a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..fd1ffc7147bff06bc580fb7611803e9bd4d42cb4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5c7a0ad08cb9476a/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "b", "support": 66928, "support_share": 0.9906893438133724, "support_rank": 1}, {"value_label": "o", "support": 359, "support_share": 0.005314031114466302, "support_rank": 2}, {"value_label": "x", "support": 270, "support_share": 0.003996625072161286, "support_rank": 3}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5c7a0ad08cb9476a/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5c7a0ad08cb9476a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f057a7fd68ea47857de24f8d13715e700ef52b65 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5c7a0ad08cb9476a/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: c11 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c11_5c7a0ad08cb9476a +-- problem_id: v2p_c11_7bc5329afac8104a +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "e5" AS value_label, COUNT(*) AS support + FROM "c11" + GROUP BY "e5" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5c7a0ad08cb9476a/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5c7a0ad08cb9476a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2424dda574650ed4d95414c6e4070358087f6999 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5c7a0ad08cb9476a/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_c\n-- sql_source_dataset_id: c11\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_c11_5c7a0ad08cb9476a\n-- problem_id: v2p_c11_7bc5329afac8104a\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"e5\" AS value_label, COUNT(*) AS support\n FROM \"c11\"\n GROUP BY \"e5\"\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_c\\n-- sql_source_dataset_id: c11\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_c11_5c7a0ad08cb9476a\\n-- problem_id: v2p_c11_7bc5329afac8104a\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"e5\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c11\\\"\\n GROUP BY \\\"e5\\\"\\n)\\nSELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\\nFROM grouped\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"support_rank\"], \"rows\": [{\"value_label\": \"b\", \"support\": 66928, \"support_share\": 0.9906893438133724, \"support_rank\": 1}, {\"value_label\": \"o\", \"support\": 359, \"support_share\": 0.005314031114466302, \"support_rank\": 2}, {\"value_label\": \"x\", \"support\": 270, \"support_share\": 0.003996625072161286, \"support_rank\": 3}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 18.25}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5c7a0ad08cb9476a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5c7a0ad08cb9476a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..13947ddfab8131bd428ce97fe9954ec603416a83 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5c7a0ad08cb9476a/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "c11", + "started_at": "2026-05-19T16:00:12.900540+00:00", + "ended_at": "2026-05-19T16:00:12.919488+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c11_5c7a0ad08cb9476a", + "problem_id": "v2p_c11_7bc5329afac8104a", + "dataset_id": "c11", + "template_id": "tpl_cardinality_support_rank_profile", + "template_name": "Cardinality Support Rank Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=e5.", + "bindings": { + "group_col": "e5" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=9", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/sql/v2q_c11_5c7a0ad08cb9476a.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5c7a0ad08cb9476a/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5c7a0ad08cb9476a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5c7a0ad08cb9476a/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5cd8ccc3dbc0771c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5cd8ccc3dbc0771c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..eb4ef97cc1b1e5236b3580167763ef5633941183 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5cd8ccc3dbc0771c/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "c11", + "started_at": "2026-05-19T15:54:49.454347+00:00", + "ended_at": "2026-05-19T15:54:56.915215+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c11_5cd8ccc3dbc0771c", + "problem_id": "v2p_c11_eea941d6e817557b", + "dataset_id": "c11", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=e2.", + "bindings": { + "group_col": "e2", + "predicate_col": "e6", + "predicate_op": "=", + "predicate_value": "o", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=111" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5cd8ccc3dbc0771c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5cd8ccc3dbc0771c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..be0007a2293b90160e68558f5160320a5545dc3a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5cd8ccc3dbc0771c/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:54:52.594969+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3133.51, "started_at": "2026-05-19T15:54:49.460052+00:00", "ended_at": "2026-05-19T15:54:52.593597+00:00", "prompt_metrics": {"chars": 16394, "bytes_utf8": 16394, "lines": 614, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f2-6c19-73c0-8284-1a06aae8001a\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T15:54:56.915124+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3318.37, "started_at": "2026-05-19T15:54:53.595941+00:00", "ended_at": "2026-05-19T15:54:56.914340+00:00", "prompt_metrics": {"chars": 16394, "bytes_utf8": 16394, "lines": 614, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f2-7c1f-7f01-be8f-0df0e47103f5\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5defe02e8b4c6b8b/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5defe02e8b4c6b8b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e98ebdd04fcad72fc793cdd32b4f564858f95c73 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5defe02e8b4c6b8b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=c2. +Result preview: [{"c2": "b", "row_count": 37671}, {"c2": "o", "row_count": 15426}, {"c2": "x", "row_count": 14460}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5defe02e8b4c6b8b/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5defe02e8b4c6b8b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f1981b6e76805a50c370e79d7a419d54b1c2058e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5defe02e8b4c6b8b/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: c11 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c11_5defe02e8b4c6b8b +-- problem_id: v2p_c11_5c323dae826f8349 +-- realization_mode: agent +-- source_kind: agent +SELECT "c2", COUNT(*) AS row_count +FROM "c11" +GROUP BY "c2" +ORDER BY row_count DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5defe02e8b4c6b8b/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5defe02e8b4c6b8b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6c73d1e5edbef5dbd653c99f0405092757b4d37d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5defe02e8b4c6b8b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"c2\", COUNT(*) AS row_count\nFROM \"c11\"\nGROUP BY \"c2\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"c2\\\", COUNT(*) AS row_count\\nFROM \\\"c11\\\"\\nGROUP BY \\\"c2\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"c2\", \"row_count\"], \"rows\": [{\"c2\": \"b\", \"row_count\": 37671}, {\"c2\": \"o\", \"row_count\": 15426}, {\"c2\": \"x\", \"row_count\": 14460}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 42.34}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5defe02e8b4c6b8b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5defe02e8b4c6b8b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7fdbc65ee451fdb02f352c5a3860f7190e6f2fc6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5defe02e8b4c6b8b/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "c11", + "started_at": "2026-05-19T15:30:39.578508+00:00", + "ended_at": "2026-05-19T15:31:05.538009+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c11_5defe02e8b4c6b8b", + "problem_id": "v2p_c11_5c323dae826f8349", + "dataset_id": "c11", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=c2.", + "bindings": { + "group_col": "c2", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=13" + ], + "template_selection_mode": "rule", + "selected_template_rank": 2, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/sql/v2q_c11_5defe02e8b4c6b8b.sql", + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_5defe02e8b4c6b8b", + "api_calls": 0, + "input_tokens": 17441, + "cached_input_tokens": 12032, + "output_tokens": 183, + "total_tokens": 17624, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 25907.66, + "sql_execution_elapsed_ms_total": 42.34, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5defe02e8b4c6b8b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5defe02e8b4c6b8b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5defe02e8b4c6b8b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fbce65a5e52f5e2ab4929bb5ce74acc4a4343dc5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5defe02e8b4c6b8b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:31:05.493350+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 25907.66, "started_at": "2026-05-19T15:30:39.583571+00:00", "ended_at": "2026-05-19T15:31:05.491275+00:00", "prompt_metrics": {"chars": 16124, "bytes_utf8": 16124, "lines": 610, "estimated_tokens": null}, "response_metrics": {"chars": 264, "bytes_utf8": 264, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17441, "cached_input_tokens": 12032, "output_tokens": 183, "reasoning_output_tokens": 104}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"c2\\\", COUNT(*) AS row_count\\nFROM \\\"c11\\\"\\nGROUP BY \\\"c2\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Applied the Grouped Count by Category template with group_col bound to \\\"c2\\\" on the single table \\\"c11\\\".\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5defe02e8b4c6b8b/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5defe02e8b4c6b8b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c4d0d4685af4e78909ceb3854e204e92f8c5f61e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5defe02e8b4c6b8b/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_5defe02e8b4c6b8b", + "api_calls": 0, + "input_tokens": 17441, + "cached_input_tokens": 12032, + "output_tokens": 183, + "total_tokens": 17624, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 25907.66, + "sql_execution_elapsed_ms_total": 42.34, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5defe02e8b4c6b8b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5fb46ece0d061e79/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5fb46ece0d061e79/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..bff2c55437eca48134e9b7e55773ae9663fb4150 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5fb46ece0d061e79/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=c1. +Result preview: [{"c1": "x", "row_count": 32033}, {"c1": "o", "row_count": 19221}, {"c1": "b", "row_count": 16303}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5fb46ece0d061e79/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5fb46ece0d061e79/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..741b4491694d7f5e47b152f66490aab324bea28f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5fb46ece0d061e79/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: c11 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c11_5fb46ece0d061e79 +-- problem_id: v2p_c11_749c382d43e45628 +-- realization_mode: agent +-- source_kind: agent +SELECT "c1", COUNT(*) AS "row_count" +FROM "c11" +GROUP BY "c1" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5fb46ece0d061e79/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5fb46ece0d061e79/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d1125be43445b24fdc9ade2d7aa17b3e5f3e3dcd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5fb46ece0d061e79/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"c1\", COUNT(*) AS \"row_count\"\nFROM \"c11\"\nGROUP BY \"c1\"\nORDER BY \"row_count\" DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"c1\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"c1\\\"\\nORDER BY \\\"row_count\\\" DESC;\", \"columns\": [\"c1\", \"row_count\"], \"rows\": [{\"c1\": \"x\", \"row_count\": 32033}, {\"c1\": \"o\", \"row_count\": 19221}, {\"c1\": \"b\", \"row_count\": 16303}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 30.81}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5fb46ece0d061e79/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5fb46ece0d061e79/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0f99eec5347faf51886169b5baf0c8d7f0f656b6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5fb46ece0d061e79/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "c11", + "started_at": "2026-05-19T15:30:31.308489+00:00", + "ended_at": "2026-05-19T15:30:39.577738+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c11_5fb46ece0d061e79", + "problem_id": "v2p_c11_749c382d43e45628", + "dataset_id": "c11", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=c1.", + "bindings": { + "group_col": "c1", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=1/1", + "binding_index=12" + ], + "template_selection_mode": "rule", + "selected_template_rank": 2, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/sql/v2q_c11_5fb46ece0d061e79.sql", + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_5fb46ece0d061e79", + "api_calls": 0, + "input_tokens": 17441, + "cached_input_tokens": 12032, + "output_tokens": 301, + "total_tokens": 17742, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8230.24, + "sql_execution_elapsed_ms_total": 30.81, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5fb46ece0d061e79/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5fb46ece0d061e79/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5fb46ece0d061e79/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b3e3f3a377968838c7bb44e67327e6d98619d4a4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5fb46ece0d061e79/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:30:39.544913+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 8230.24, "started_at": "2026-05-19T15:30:31.313532+00:00", "ended_at": "2026-05-19T15:30:39.543807+00:00", "prompt_metrics": {"chars": 16125, "bytes_utf8": 16125, "lines": 610, "estimated_tokens": null}, "response_metrics": {"chars": 287, "bytes_utf8": 287, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17441, "cached_input_tokens": 12032, "output_tokens": 301, "reasoning_output_tokens": 220}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"c1\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"c1\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Applied the grouped count template with group_col bound to \\\"c1\\\" to measure the count distribution across c1 categories.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5fb46ece0d061e79/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5fb46ece0d061e79/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5d5e8559b463b96f6fc711ed71cd2875da3ef7eb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5fb46ece0d061e79/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_5fb46ece0d061e79", + "api_calls": 0, + "input_tokens": 17441, + "cached_input_tokens": 12032, + "output_tokens": 301, + "total_tokens": 17742, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8230.24, + "sql_execution_elapsed_ms_total": 30.81, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5fb46ece0d061e79/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6053be477dff8415/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6053be477dff8415/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b3cc3adf26928b322e2ee5183f3d333e539ce242 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6053be477dff8415/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=a3, group_col_2=c5, target_col=class. +Result preview: [{"a3": "o", "c5": "o", "target_rate": 0.8888888888888888}, {"a3": "b", "c5": "o", "target_rate": 0.7597454256165473}, {"a3": "o", "c5": "b", "target_rate": 0.6723669490171008}, {"a3": "x", "c5": "o", "target_rate": 0.6666666666666666}, {"a3": "b", "c5": "b", "target_rate": 0.6626185169795641}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6053be477dff8415/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6053be477dff8415/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ca1376955e79a2f643b1089a75b0e964cdaa0aed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6053be477dff8415/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: c11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c11_6053be477dff8415 +-- problem_id: v2p_c11_ce7d4428b77e2005 +-- realization_mode: agent +-- source_kind: agent +SELECT "a3", "c5", + AVG(CASE WHEN "class" = 'win' THEN 1.0 ELSE 0.0 END) AS "target_rate" +FROM "c11" +GROUP BY "a3", "c5" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6053be477dff8415/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6053be477dff8415/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1d4f43fde31fb9cf7cade2b01460bcea4ad78850 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6053be477dff8415/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"a3\", \"c5\",\n AVG(CASE WHEN \"class\" = 'win' THEN 1.0 ELSE 0.0 END) AS \"target_rate\"\nFROM \"c11\"\nGROUP BY \"a3\", \"c5\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"a3\\\", \\\"c5\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'win' THEN 1.0 ELSE 0.0 END) AS \\\"target_rate\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a3\\\", \\\"c5\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"a3\", \"c5\", \"target_rate\"], \"rows\": [{\"a3\": \"o\", \"c5\": \"o\", \"target_rate\": 0.8888888888888888}, {\"a3\": \"b\", \"c5\": \"o\", \"target_rate\": 0.7597454256165473}, {\"a3\": \"o\", \"c5\": \"b\", \"target_rate\": 0.6723669490171008}, {\"a3\": \"x\", \"c5\": \"o\", \"target_rate\": 0.6666666666666666}, {\"a3\": \"b\", \"c5\": \"b\", \"target_rate\": 0.6626185169795641}, {\"a3\": \"x\", \"c5\": \"b\", \"target_rate\": 0.607912457912458}, {\"a3\": \"b\", \"c5\": \"x\", \"target_rate\": 0.5300884955752212}, {\"a3\": \"o\", \"c5\": \"x\", \"target_rate\": 0.4444444444444444}], \"row_count_returned\": 8, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 68.29}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6053be477dff8415/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6053be477dff8415/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d0bbe9a74d2c32674153cb801f2a6c8ba03d6883 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6053be477dff8415/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "c11", + "started_at": "2026-05-19T15:49:32.295933+00:00", + "ended_at": "2026-05-19T15:49:44.151061+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c11_6053be477dff8415", + "problem_id": "v2p_c11_ce7d4428b77e2005", + "dataset_id": "c11", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=a3, group_col_2=c5, target_col=class.", + "bindings": { + "group_col": "a3", + "group_col_2": "c5", + "target_col": "class", + "target_value": "win", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=96" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/sql/v2q_c11_6053be477dff8415.sql", + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_6053be477dff8415", + "api_calls": 0, + "input_tokens": 17568, + "cached_input_tokens": 16768, + "output_tokens": 537, + "total_tokens": 18105, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11779.03, + "sql_execution_elapsed_ms_total": 68.29, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6053be477dff8415/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6053be477dff8415/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6053be477dff8415/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..da0d812975e2661410a4c437563d5c7fe13357fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6053be477dff8415/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:49:44.080899+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11779.03, "started_at": "2026-05-19T15:49:32.300421+00:00", "ended_at": "2026-05-19T15:49:44.079479+00:00", "prompt_metrics": {"chars": 16507, "bytes_utf8": 16507, "lines": 615, "estimated_tokens": null}, "response_metrics": {"chars": 381, "bytes_utf8": 381, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17568, "cached_input_tokens": 16768, "output_tokens": 537, "reasoning_output_tokens": 412}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"a3\\\", \\\"c5\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'win' THEN 1.0 ELSE 0.0 END) AS \\\"target_rate\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a3\\\", \\\"c5\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Computes the proportion of rows with \\\"class\\\" = 'win' for each (\\\"a3\\\", \\\"c5\\\") combination using the planned two-axis target-rate template.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6053be477dff8415/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6053be477dff8415/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3c7358c782eac1e1ebff264753915d675743b8a8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6053be477dff8415/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_6053be477dff8415", + "api_calls": 0, + "input_tokens": 17568, + "cached_input_tokens": 16768, + "output_tokens": 537, + "total_tokens": 18105, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11779.03, + "sql_execution_elapsed_ms_total": 68.29, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6053be477dff8415/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6125347fd9e1f5c6/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6125347fd9e1f5c6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8474fd07a0447f617f329b91d53be28b22300717 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6125347fd9e1f5c6/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=a2, group_col_2=c4. +Result preview: [{"a2": "b", "c4": "b", "row_count": 11054}, {"a2": "x", "c4": "b", "row_count": 3138}, {"a2": "o", "c4": "b", "row_count": 2795}, {"a2": "b", "c4": "o", "row_count": 966}, {"a2": "b", "c4": "x", "row_count": 881}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6125347fd9e1f5c6/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6125347fd9e1f5c6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e35cecced20a6b7869e1c29e929b6a7ca859a604 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6125347fd9e1f5c6/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: c11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c11_6125347fd9e1f5c6 +-- problem_id: v2p_c11_2867661213cd09c8 +-- realization_mode: agent +-- source_kind: agent +SELECT "a2", "c4", COUNT(*) AS "row_count" +FROM "c11" +WHERE "c1" = 'o' +GROUP BY "a2", "c4" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6125347fd9e1f5c6/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6125347fd9e1f5c6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7c058576c4c3eab241eb4b80a9dc71d171c07a6f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6125347fd9e1f5c6/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"a2\", \"c4\", COUNT(*) AS \"row_count\"\nFROM \"c11\"\nWHERE \"c1\" = 'o'\nGROUP BY \"a2\", \"c4\"\nORDER BY \"row_count\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"a2\\\", \\\"c4\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c11\\\"\\nWHERE \\\"c1\\\" = 'o'\\nGROUP BY \\\"a2\\\", \\\"c4\\\"\\nORDER BY \\\"row_count\\\" DESC;\", \"columns\": [\"a2\", \"c4\", \"row_count\"], \"rows\": [{\"a2\": \"b\", \"c4\": \"b\", \"row_count\": 11054}, {\"a2\": \"x\", \"c4\": \"b\", \"row_count\": 3138}, {\"a2\": \"o\", \"c4\": \"b\", \"row_count\": 2795}, {\"a2\": \"b\", \"c4\": \"o\", \"row_count\": 966}, {\"a2\": \"b\", \"c4\": \"x\", \"row_count\": 881}, {\"a2\": \"x\", \"c4\": \"o\", \"row_count\": 122}, {\"a2\": \"o\", \"c4\": \"x\", \"row_count\": 97}, {\"a2\": \"o\", \"c4\": \"o\", \"row_count\": 87}, {\"a2\": \"x\", \"c4\": \"x\", \"row_count\": 81}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 38.2}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6125347fd9e1f5c6/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6125347fd9e1f5c6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cfe0593c73f3a774bbe55abef629a70fe8acb8dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6125347fd9e1f5c6/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "c11", + "started_at": "2026-05-19T15:39:33.747761+00:00", + "ended_at": "2026-05-19T15:39:43.583932+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c11_6125347fd9e1f5c6", + "problem_id": "v2p_c11_2867661213cd09c8", + "dataset_id": "c11", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=a2, group_col_2=c4.", + "bindings": { + "group_col": "a2", + "group_col_2": "c4", + "predicate_col": "c1", + "predicate_op": "=", + "predicate_value": "o", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=55" + ], + "template_selection_mode": "rule", + "selected_template_rank": 5, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/sql/v2q_c11_6125347fd9e1f5c6.sql", + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_6125347fd9e1f5c6", + "api_calls": 0, + "input_tokens": 17559, + "cached_input_tokens": 16768, + "output_tokens": 417, + "total_tokens": 17976, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9790.25, + "sql_execution_elapsed_ms_total": 38.2, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6125347fd9e1f5c6/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6125347fd9e1f5c6/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6125347fd9e1f5c6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ff9963243437e5cf39691371a4b06fc93d0cddfa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6125347fd9e1f5c6/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:39:43.543438+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 9790.25, "started_at": "2026-05-19T15:39:33.751392+00:00", "ended_at": "2026-05-19T15:39:43.541677+00:00", "prompt_metrics": {"chars": 16505, "bytes_utf8": 16505, "lines": 616, "estimated_tokens": null}, "response_metrics": {"chars": 342, "bytes_utf8": 342, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17559, "cached_input_tokens": 16768, "output_tokens": 417, "reasoning_output_tokens": 303}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"a2\\\", \\\"c4\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c11\\\"\\nWHERE \\\"c1\\\" = 'o'\\nGROUP BY \\\"a2\\\", \\\"c4\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Applied the planned filtered two-dimensional group count template with group_col=\\\"a2\\\", group_col_2=\\\"c4\\\", and predicate \\\"c1\\\" = 'o'.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6125347fd9e1f5c6/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6125347fd9e1f5c6/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8d995d387578be86e0ab1b17670c5ad4009e5649 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6125347fd9e1f5c6/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_6125347fd9e1f5c6", + "api_calls": 0, + "input_tokens": 17559, + "cached_input_tokens": 16768, + "output_tokens": 417, + "total_tokens": 17976, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9790.25, + "sql_execution_elapsed_ms_total": 38.2, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6125347fd9e1f5c6/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_61a6135ac5dccb20/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_61a6135ac5dccb20/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..979a7c1b641b434e18ecb21d056e95e4bdf4fc81 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_61a6135ac5dccb20/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=a3, group_col_2=c6, target_col=class. +Result preview: [{"a3": "b", "c6": "x", "target_rate": 0.3660130718954248}, {"a3": "x", "c6": "b", "target_rate": 0.25953941838964534}, {"a3": "b", "c6": "b", "target_rate": 0.24903319956220357}, {"a3": "o", "c6": "b", "target_rate": 0.21434262948207172}, {"a3": "b", "c6": "o", "target_rate": 0.10555555555555556}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_61a6135ac5dccb20/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_61a6135ac5dccb20/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d442c515c38d8bc83828c7f553491e4347bae264 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_61a6135ac5dccb20/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: c11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c11_61a6135ac5dccb20 +-- problem_id: v2p_c11_d353a0bc0fbcdd92 +-- realization_mode: agent +-- source_kind: agent +SELECT "a3", "c6", + AVG(CASE WHEN "class" = 'loss' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c11" +GROUP BY "a3", "c6" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_61a6135ac5dccb20/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_61a6135ac5dccb20/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..93ad79685f792b4e252b2495d4799f827675beac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_61a6135ac5dccb20/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"a3\", \"c6\",\n AVG(CASE WHEN \"class\" = 'loss' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c11\"\nGROUP BY \"a3\", \"c6\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"a3\\\", \\\"c6\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'loss' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a3\\\", \\\"c6\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"a3\", \"c6\", \"target_rate\"], \"rows\": [{\"a3\": \"b\", \"c6\": \"x\", \"target_rate\": 0.3660130718954248}, {\"a3\": \"x\", \"c6\": \"b\", \"target_rate\": 0.25953941838964534}, {\"a3\": \"b\", \"c6\": \"b\", \"target_rate\": 0.24903319956220357}, {\"a3\": \"o\", \"c6\": \"b\", \"target_rate\": 0.21434262948207172}, {\"a3\": \"b\", \"c6\": \"o\", \"target_rate\": 0.10555555555555556}], \"row_count_returned\": 5, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 56.85}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_61a6135ac5dccb20/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_61a6135ac5dccb20/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9bf9ae7c1515a1e52c6f90dc14d5a77390a236a6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_61a6135ac5dccb20/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "c11", + "started_at": "2026-05-19T15:49:58.665058+00:00", + "ended_at": "2026-05-19T15:50:12.025834+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c11_61a6135ac5dccb20", + "problem_id": "v2p_c11_d353a0bc0fbcdd92", + "dataset_id": "c11", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=a3, group_col_2=c6, target_col=class.", + "bindings": { + "group_col": "a3", + "group_col_2": "c6", + "target_col": "class", + "target_value": "loss", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=97" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/sql/v2q_c11_61a6135ac5dccb20.sql", + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_61a6135ac5dccb20", + "api_calls": 0, + "input_tokens": 17567, + "cached_input_tokens": 16768, + "output_tokens": 553, + "total_tokens": 18120, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13297.81, + "sql_execution_elapsed_ms_total": 56.85, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_61a6135ac5dccb20/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_61a6135ac5dccb20/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_61a6135ac5dccb20/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..864b3a1e82708a8ae8b075937a9aa1404cc9f6ad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_61a6135ac5dccb20/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:50:11.967345+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13297.81, "started_at": "2026-05-19T15:49:58.668739+00:00", "ended_at": "2026-05-19T15:50:11.966578+00:00", "prompt_metrics": {"chars": 16493, "bytes_utf8": 16493, "lines": 615, "estimated_tokens": null}, "response_metrics": {"chars": 414, "bytes_utf8": 414, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17567, "cached_input_tokens": 16768, "output_tokens": 553, "reasoning_output_tokens": 422}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"a3\\\", \\\"c6\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'loss' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a3\\\", \\\"c6\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Applied the provided Two-Axis Target Rate Surface template on single table \\\"c11\\\" using group_col=\\\"a3\\\", group_col_2=\\\"c6\\\", and target_col=\\\"class\\\" with target_value='loss'.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_61a6135ac5dccb20/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_61a6135ac5dccb20/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..caa4e98331f862f9d05d117c58222b7b4a6d9c1d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_61a6135ac5dccb20/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_61a6135ac5dccb20", + "api_calls": 0, + "input_tokens": 17567, + "cached_input_tokens": 16768, + "output_tokens": 553, + "total_tokens": 18120, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13297.81, + "sql_execution_elapsed_ms_total": 56.85, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_61a6135ac5dccb20/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6469a30903de4376/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6469a30903de4376/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..28def090243bacdaf480a7f1170c304c5d042940 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6469a30903de4376/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:57:04.802489+00:00", + "ended_at": "2026-05-19T15:57:08.072546+00:00", + "elapsed_ms": 3270.03, + "returncode": 1, + "prompt_metrics": { + "chars": 16306, + "bytes_utf8": 16306, + "lines": 612, + "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_c/c11/artifacts/v2q_c11_6469a30903de4376/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6469a30903de4376/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..617b8a470c2115e5ea0b20141e831c4ed6cc0edb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6469a30903de4376/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:57:09.075423+00:00", + "ended_at": "2026-05-19T15:57:12.417625+00:00", + "elapsed_ms": 3342.16, + "returncode": 1, + "prompt_metrics": { + "chars": 16306, + "bytes_utf8": 16306, + "lines": 612, + "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_c/c11/artifacts/v2q_c11_6469a30903de4376/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6469a30903de4376/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e9d3434846cc5310480fe00633fc154ff59f7448 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6469a30903de4376/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,612 @@ +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: c11 +- dataset_name: Connect 4 +- table_name: c11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 42 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 67557 +- important_fields: +- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1. +- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2. +- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3. +- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4. +- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5. +- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6. +- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1. +- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2. +- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3. +- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4. +- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5. +- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6. +- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1. +- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2. +- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3. +- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4. +- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5. +- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6. +- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1. +- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2. +- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3. +- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4. +- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5. +- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6. +- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1. +- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2. +- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3. +- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4. +- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5. +- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6. +- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1. +- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2. +- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3. +- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4. +- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5. +- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6. +- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1. +- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2. +- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3. +- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4. +- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5. +- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/26/connect-4 + +SQLite schema snapshot: +{ + "table_name": "c11", + "quoted_table_name": "\"c11\"", + "row_count": 67557, + "columns": [ + { + "name": "a1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "o", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "o", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "o", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "o", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "o", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c11", + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=a4, group_col_2=a5.", + "planned_template_id": "tpl_clickbench_two_dimensional_topk_count", + "bindings": { + "group_col": "a4", + "group_col_2": "a5", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6469a30903de4376/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6469a30903de4376/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e9d3434846cc5310480fe00633fc154ff59f7448 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6469a30903de4376/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,612 @@ +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: c11 +- dataset_name: Connect 4 +- table_name: c11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 42 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 67557 +- important_fields: +- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1. +- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2. +- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3. +- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4. +- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5. +- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6. +- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1. +- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2. +- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3. +- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4. +- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5. +- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6. +- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1. +- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2. +- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3. +- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4. +- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5. +- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6. +- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1. +- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2. +- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3. +- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4. +- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5. +- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6. +- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1. +- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2. +- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3. +- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4. +- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5. +- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6. +- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1. +- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2. +- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3. +- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4. +- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5. +- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6. +- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1. +- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2. +- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3. +- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4. +- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5. +- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/26/connect-4 + +SQLite schema snapshot: +{ + "table_name": "c11", + "quoted_table_name": "\"c11\"", + "row_count": 67557, + "columns": [ + { + "name": "a1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "o", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "o", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "o", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "o", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "o", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c11", + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=a4, group_col_2=a5.", + "planned_template_id": "tpl_clickbench_two_dimensional_topk_count", + "bindings": { + "group_col": "a4", + "group_col_2": "a5", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6469a30903de4376/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6469a30903de4376/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7cce144a57793cf2f392119a64f9d89601844036 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6469a30903de4376/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-7cb9-7441-a68e-e5a7a14a99e9"} +{"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_c/c11/artifacts/v2q_c11_6469a30903de4376/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6469a30903de4376/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..616b169faaf7628ee2e4decf419f489abb728b5a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6469a30903de4376/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-7cb9-7441-a68e-e5a7a14a99e9"} +{"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_c/c11/artifacts/v2q_c11_6469a30903de4376/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6469a30903de4376/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..93d0462560a925fddda03cc0461310ce08d2bb30 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6469a30903de4376/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-8d6d-76b3-94fb-f3ab326a7b90"} +{"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_c/c11/artifacts/v2q_c11_6469a30903de4376/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6469a30903de4376/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e58d99c58443fd46e7d80b714899e2f3f7bf5e59 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6469a30903de4376/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-8d6d-76b3-94fb-f3ab326a7b90"} +{"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_c/c11/artifacts/v2q_c11_6469a30903de4376/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6469a30903de4376/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6469a30903de4376/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6469a30903de4376/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6644a3e3b12c782e/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6644a3e3b12c782e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7519312c6f027436f5998c49f86fe3a104e9012a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6644a3e3b12c782e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 17009, "bytes_utf8": 17009, "lines": 615, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 695, "bytes_utf8": 695, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17676, "cached_input_tokens": 16768, "output_tokens": 520, "reasoning_output_tokens": 323}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6644a3e3b12c782e/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6644a3e3b12c782e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..45172df453e8ec7bac828717051943223470c48b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6644a3e3b12c782e/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_6644a3e3b12c782e", + "api_calls": 0, + "input_tokens": 17676, + "cached_input_tokens": 16768, + "output_tokens": 520, + "total_tokens": 18196, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11250.4, + "sql_execution_elapsed_ms_total": 56.63, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6644a3e3b12c782e/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6644a3e3b12c782e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6644a3e3b12c782e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4ddaf034d1056bfa310c74f6121cd9a7b3bb88cc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6644a3e3b12c782e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:37:09.571161+00:00", + "ended_at": "2026-05-19T15:37:20.821591+00:00", + "elapsed_ms": 11250.4, + "prompt_metrics": { + "chars": 17009, + "bytes_utf8": 17009, + "lines": 615, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1066, + "bytes_utf8": 1066, + "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": 695, + "bytes_utf8": 695, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17676, + "cached_input_tokens": 16768, + "output_tokens": 520, + "reasoning_output_tokens": 323 + } + }, + "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_c/c11/artifacts/v2q_c11_6644a3e3b12c782e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6644a3e3b12c782e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7dda7135ced199bd2da62ef456b5319b429adc2e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6644a3e3b12c782e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,615 @@ +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: c11 +- dataset_name: Connect 4 +- table_name: c11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 42 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 67557 +- important_fields: +- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1. +- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2. +- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3. +- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4. +- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5. +- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6. +- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1. +- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2. +- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3. +- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4. +- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5. +- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6. +- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1. +- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2. +- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3. +- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4. +- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5. +- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6. +- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1. +- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2. +- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3. +- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4. +- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5. +- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6. +- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1. +- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2. +- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3. +- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4. +- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5. +- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6. +- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1. +- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2. +- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3. +- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4. +- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5. +- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6. +- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1. +- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2. +- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3. +- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4. +- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5. +- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/26/connect-4 + +SQLite schema snapshot: +{ + "table_name": "c11", + "quoted_table_name": "\"c11\"", + "row_count": 67557, + "columns": [ + { + "name": "a1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "o", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "o", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "o", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "o", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "o", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c11", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=g5, condition_col=g5.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "g5", + "condition_col": "g5", + "condition_value": "b", + "positive_value": "b", + "negative_value": "o", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6644a3e3b12c782e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6644a3e3b12c782e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..44f1e9692a33dc16cd71ae5ad2bc0c644b69cfb1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6644a3e3b12c782e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e2-3fce-7c30-8351-7eae4fc3a9b2"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT\\n \\\"g5\\\",\\n SUM(CASE WHEN \\\"g5\\\" = 'b' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"g5\\\" = 'o' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c11\\\"\\n GROUP BY \\\"g5\\\"\\n)\\nSELECT\\n \\\"g5\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the requested template with group_col and condition_col both bound to \\\"g5\\\". Because the grouping column and condition column are the same, groups where \\\"g5\\\" is not 'o' will have a zero denominator and yield NULL ratios.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17676,"cached_input_tokens":16768,"output_tokens":520,"reasoning_output_tokens":323}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6644a3e3b12c782e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6644a3e3b12c782e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..41b9bd7eead52c45cebcdecd1966bd66b1c8519d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6644a3e3b12c782e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT\n \"g5\",\n SUM(CASE WHEN \"g5\" = 'b' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"g5\" = 'o' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c11\"\n GROUP BY \"g5\"\n)\nSELECT\n \"g5\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applied the requested template with group_col and condition_col both bound to \"g5\". Because the grouping column and condition column are the same, groups where \"g5\" is not 'o' will have a zero denominator and yield NULL ratios."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6644a3e3b12c782e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6644a3e3b12c782e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_677bb2b649a08b4d/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_677bb2b649a08b4d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8b337f70723043212f043f291daf917f43561401 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_677bb2b649a08b4d/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "b", "support": 67044, "support_share": 0.9924064123628935, "cumulative_support": 67044}, {"value_label": "o", "support": 360, "support_share": 0.005328833429548381, "cumulative_support": 67404}, {"value_label": "x", "support": 153, "support_share": 0.002264754207558062, "cumulative_support": 67557}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_677bb2b649a08b4d/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_677bb2b649a08b4d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2c33fc34f6221d015c7ea13d2a10ff7e137b3853 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_677bb2b649a08b4d/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: c11 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c11_677bb2b649a08b4d +-- problem_id: v2p_c11_6f7f9be6a4581c7a +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "c6" AS value_label, COUNT(*) AS support + FROM "c11" + GROUP BY "c6" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_677bb2b649a08b4d/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_677bb2b649a08b4d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bdb8184069c35545a7dd0d313772c056f44cc041 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_677bb2b649a08b4d/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_c\n-- sql_source_dataset_id: c11\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_c11_677bb2b649a08b4d\n-- problem_id: v2p_c11_6f7f9be6a4581c7a\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"c6\" AS value_label, COUNT(*) AS support\n FROM \"c11\"\n GROUP BY \"c6\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_c\\n-- sql_source_dataset_id: c11\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_c11_677bb2b649a08b4d\\n-- problem_id: v2p_c11_6f7f9be6a4581c7a\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"c6\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c11\\\"\\n GROUP BY \\\"c6\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"b\", \"support\": 67044, \"support_share\": 0.9924064123628935, \"cumulative_support\": 67044}, {\"value_label\": \"o\", \"support\": 360, \"support_share\": 0.005328833429548381, \"cumulative_support\": 67404}, {\"value_label\": \"x\", \"support\": 153, \"support_share\": 0.002264754207558062, \"cumulative_support\": 67557}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 17.53}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_677bb2b649a08b4d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_677bb2b649a08b4d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b10a09b42bb1dfd31a731c2b8d61b434592c44b4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_677bb2b649a08b4d/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "c11", + "started_at": "2026-05-19T16:00:12.598011+00:00", + "ended_at": "2026-05-19T16:00:12.616313+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c11_677bb2b649a08b4d", + "problem_id": "v2p_c11_6f7f9be6a4581c7a", + "dataset_id": "c11", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "value_imbalance_profile", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=c6.", + "bindings": { + "group_col": "c6" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=6", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/sql/v2q_c11_677bb2b649a08b4d.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_677bb2b649a08b4d/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_677bb2b649a08b4d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_677bb2b649a08b4d/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_68c3bfaffb812fbe/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_68c3bfaffb812fbe/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a4a0d032345b060f31ac37f8ca85508f1e7aace8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_68c3bfaffb812fbe/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16325, "bytes_utf8": 16325, "lines": 612, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 436, "bytes_utf8": 436, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17493, "cached_input_tokens": 12032, "output_tokens": 388, "reasoning_output_tokens": 271}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_68c3bfaffb812fbe/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_68c3bfaffb812fbe/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3ab5fc1355b87c02e577122a462c908e11b54a6d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_68c3bfaffb812fbe/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_68c3bfaffb812fbe", + "api_calls": 0, + "input_tokens": 17493, + "cached_input_tokens": 12032, + "output_tokens": 388, + "total_tokens": 17881, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13619.57, + "sql_execution_elapsed_ms_total": 47.29, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_68c3bfaffb812fbe/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_68c3bfaffb812fbe/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_68c3bfaffb812fbe/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4d3d750858d68a5de9a2696b249a98aaedeb9456 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_68c3bfaffb812fbe/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:30:17.636815+00:00", + "ended_at": "2026-05-19T15:30:31.256431+00:00", + "elapsed_ms": 13619.57, + "prompt_metrics": { + "chars": 16325, + "bytes_utf8": 16325, + "lines": 612, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 791, + "bytes_utf8": 791, + "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": 436, + "bytes_utf8": 436, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17493, + "cached_input_tokens": 12032, + "output_tokens": 388, + "reasoning_output_tokens": 271 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_68c3bfaffb812fbe/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_68c3bfaffb812fbe/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..da8a01c5769b5ed6117570ec5afa6c82394b7b79 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_68c3bfaffb812fbe/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,612 @@ +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: c11 +- dataset_name: Connect 4 +- table_name: c11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 42 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 67557 +- important_fields: +- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1. +- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2. +- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3. +- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4. +- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5. +- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6. +- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1. +- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2. +- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3. +- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4. +- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5. +- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6. +- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1. +- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2. +- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3. +- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4. +- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5. +- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6. +- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1. +- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2. +- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3. +- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4. +- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5. +- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6. +- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1. +- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2. +- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3. +- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4. +- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5. +- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6. +- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1. +- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2. +- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3. +- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4. +- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5. +- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6. +- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1. +- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2. +- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3. +- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4. +- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5. +- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/26/connect-4 + +SQLite schema snapshot: +{ + "table_name": "c11", + "quoted_table_name": "\"c11\"", + "row_count": 67557, + "columns": [ + { + "name": "a1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "o", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "o", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "o", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "o", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "o", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c11", + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=b1.", + "planned_template_id": "tpl_clickbench_group_distinct_topk", + "bindings": { + "group_col": "b1", + "entity_col": "b1", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_68c3bfaffb812fbe/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_68c3bfaffb812fbe/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a9f95f2a29ebc5856e7720ddc77eeab216e9e591 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_68c3bfaffb812fbe/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40db-f6a9-7bb3-9600-49b8b773b5c2"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"b1\\\", COUNT(DISTINCT \\\"b1\\\") AS distinct_entities\\nFROM \\\"c11\\\"\\nGROUP BY \\\"b1\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 16;\",\"notes\":\"Applied the provided template with fixed bindings group_col=\\\"b1\\\", entity_col=\\\"b1\\\", and top_k=16. Because the grouped column and distinct-count column are the same, each non-NULL group will typically have distinct_entities = 1.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17493,"cached_input_tokens":12032,"output_tokens":388,"reasoning_output_tokens":271}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_68c3bfaffb812fbe/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_68c3bfaffb812fbe/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..55037aaa38ff674c1924e5b25e31a793038082ec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_68c3bfaffb812fbe/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"b1\", COUNT(DISTINCT \"b1\") AS distinct_entities\nFROM \"c11\"\nGROUP BY \"b1\"\nORDER BY distinct_entities DESC\nLIMIT 16;","notes":"Applied the provided template with fixed bindings group_col=\"b1\", entity_col=\"b1\", and top_k=16. Because the grouped column and distinct-count column are the same, each non-NULL group will typically have distinct_entities = 1."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_68c3bfaffb812fbe/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_68c3bfaffb812fbe/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_68f3f4e163748fe4/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_68f3f4e163748fe4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..fee5e04d2bfbb722051fe9be5c0b778f99f92e1e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_68f3f4e163748fe4/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=f3, condition_col=f3. +Result preview: [{"f3": "b", "condition_rate": 1.0}, {"f3": "x", "condition_rate": 0.0}, {"f3": "o", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_68f3f4e163748fe4/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_68f3f4e163748fe4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..de8ffe534d437c0a6c751eb282a7dbeed60a0d10 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_68f3f4e163748fe4/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: c11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c11_68f3f4e163748fe4 +-- problem_id: v2p_c11_a49d168e0f970bd9 +-- realization_mode: agent +-- source_kind: agent +SELECT "f3", + AVG(CASE WHEN "f3" = 'b' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "c11" +GROUP BY "f3" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_68f3f4e163748fe4/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_68f3f4e163748fe4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b168d49c283536b0c246b24711af5620081d583e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_68f3f4e163748fe4/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate.\nSELECT \"f3\",\n AVG(CASE WHEN \"f3\" = 'b' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"c11\"\nGROUP BY \"f3\"\nORDER BY \"condition_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate.\\nSELECT \\\"f3\\\",\\n AVG(CASE WHEN \\\"f3\\\" = 'b' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"f3\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\", \"columns\": [\"f3\", \"condition_rate\"], \"rows\": [{\"f3\": \"b\", \"condition_rate\": 1.0}, {\"f3\": \"x\", \"condition_rate\": 0.0}, {\"f3\": \"o\", \"condition_rate\": 0.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 49.04}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_68f3f4e163748fe4/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_68f3f4e163748fe4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e89ba81eb0c0b719e0210193b591dcf80a315eac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_68f3f4e163748fe4/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "c11", + "started_at": "2026-05-19T15:35:57.556905+00:00", + "ended_at": "2026-05-19T15:36:09.691625+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c11_68f3f4e163748fe4", + "problem_id": "v2p_c11_a49d168e0f970bd9", + "dataset_id": "c11", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=f3, condition_col=f3.", + "bindings": { + "group_col": "f3", + "condition_col": "f3", + "condition_value": "b", + "positive_value": "b", + "negative_value": "x", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=32" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/sql/v2q_c11_68f3f4e163748fe4.sql", + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_68f3f4e163748fe4", + "api_calls": 0, + "input_tokens": 17529, + "cached_input_tokens": 16768, + "output_tokens": 542, + "total_tokens": 18071, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12078.23, + "sql_execution_elapsed_ms_total": 49.04, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_68f3f4e163748fe4/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_68f3f4e163748fe4/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_68f3f4e163748fe4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..449ca72d7f17247372c428b7de28c71731d39419 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_68f3f4e163748fe4/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:36:09.640356+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12078.23, "started_at": "2026-05-19T15:35:57.560506+00:00", "ended_at": "2026-05-19T15:36:09.638773+00:00", "prompt_metrics": {"chars": 16453, "bytes_utf8": 16453, "lines": 615, "estimated_tokens": null}, "response_metrics": {"chars": 483, "bytes_utf8": 483, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17529, "cached_input_tokens": 16768, "output_tokens": 542, "reasoning_output_tokens": 401}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_condition_rate.\\nSELECT \\\"f3\\\",\\n AVG(CASE WHEN \\\"f3\\\" = 'b' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"f3\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Applies the Grouped Condition Rate template with group_col=\\\"f3\\\" and condition_col=\\\"f3\\\", using condition_value='b'. Because the grouping column and condition column are the same, each group's rate is deterministic: 1 for group 'b' and 0 for other f3 values.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_68f3f4e163748fe4/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_68f3f4e163748fe4/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..25b2cfdb8789c175157b47d1a2095d6c77f53a72 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_68f3f4e163748fe4/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_68f3f4e163748fe4", + "api_calls": 0, + "input_tokens": 17529, + "cached_input_tokens": 16768, + "output_tokens": 542, + "total_tokens": 18071, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12078.23, + "sql_execution_elapsed_ms_total": 49.04, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_68f3f4e163748fe4/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6afc783cb3b703ac/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6afc783cb3b703ac/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..41eacfda0a6791e7acf4d8f95ecb3121eddd9044 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6afc783cb3b703ac/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16548, "bytes_utf8": 16548, "lines": 613, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 448, "bytes_utf8": 448, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17581, "cached_input_tokens": 16768, "output_tokens": 325, "reasoning_output_tokens": 184}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6afc783cb3b703ac/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6afc783cb3b703ac/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6838a9e6f7227d29f94559829ed50afb5a6f04d2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6afc783cb3b703ac/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_6afc783cb3b703ac", + "api_calls": 0, + "input_tokens": 17581, + "cached_input_tokens": 16768, + "output_tokens": 325, + "total_tokens": 17906, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8570.91, + "sql_execution_elapsed_ms_total": 32.79, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6afc783cb3b703ac/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6afc783cb3b703ac/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6afc783cb3b703ac/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8b3f966b0655e9325abc05c7c8bf35a72ff13bf2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6afc783cb3b703ac/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:45:46.125431+00:00", + "ended_at": "2026-05-19T15:45:54.696372+00:00", + "elapsed_ms": 8570.91, + "prompt_metrics": { + "chars": 16548, + "bytes_utf8": 16548, + "lines": 613, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 807, + "bytes_utf8": 807, + "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": 448, + "bytes_utf8": 448, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17581, + "cached_input_tokens": 16768, + "output_tokens": 325, + "reasoning_output_tokens": 184 + } + }, + "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_c/c11/artifacts/v2q_c11_6afc783cb3b703ac/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6afc783cb3b703ac/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..704f27603e9ab058145216e3acf02292ba0ff044 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6afc783cb3b703ac/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,613 @@ +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: c11 +- dataset_name: Connect 4 +- table_name: c11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 42 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 67557 +- important_fields: +- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1. +- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2. +- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3. +- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4. +- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5. +- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6. +- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1. +- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2. +- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3. +- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4. +- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5. +- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6. +- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1. +- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2. +- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3. +- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4. +- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5. +- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6. +- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1. +- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2. +- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3. +- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4. +- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5. +- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6. +- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1. +- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2. +- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3. +- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4. +- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5. +- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6. +- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1. +- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2. +- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3. +- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4. +- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5. +- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6. +- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1. +- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2. +- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3. +- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4. +- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5. +- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/26/connect-4 + +SQLite schema snapshot: +{ + "table_name": "c11", + "quoted_table_name": "\"c11\"", + "row_count": 67557, + "columns": [ + { + "name": "a1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "o", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "o", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "o", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "o", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "o", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c11", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=g6, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "g6", + "target_col": "class", + "target_value": "win", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6afc783cb3b703ac/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6afc783cb3b703ac/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..95d5c93119dda745781a96f79508e6ac0375031b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6afc783cb3b703ac/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ea-2188-78a3-9f34-02ace59a8d4a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"g6\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'win' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c11\\\"\\nGROUP BY \\\"g6\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 14;\",\"notes\":\"Applied the provided Tail Target-Rate Extremes template with fixed bindings: group_col=\\\"g6\\\", target_col=\\\"class\\\", target_value='win', min_support=5, and top_k=14.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17581,"cached_input_tokens":16768,"output_tokens":325,"reasoning_output_tokens":184}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6afc783cb3b703ac/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6afc783cb3b703ac/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..963eb2498a4ee4f99a8c60a8cf56aa1f45e17d32 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6afc783cb3b703ac/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"g6\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'win' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c11\"\nGROUP BY \"g6\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 14;","notes":"Applied the provided Tail Target-Rate Extremes template with fixed bindings: group_col=\"g6\", target_col=\"class\", target_value='win', min_support=5, and top_k=14."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6afc783cb3b703ac/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6afc783cb3b703ac/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6c2a302cb8e34655/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6c2a302cb8e34655/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..66e55f30d1c4a6f8c0ff9afae3dd97ff193c95dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6c2a302cb8e34655/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16549, "bytes_utf8": 16549, "lines": 613, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 425, "bytes_utf8": 425, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17581, "cached_input_tokens": 16768, "output_tokens": 426, "reasoning_output_tokens": 288}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6c2a302cb8e34655/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6c2a302cb8e34655/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0a18b8e2a0d4b99fa0a864d23d6666485d1c445d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6c2a302cb8e34655/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_6c2a302cb8e34655", + "api_calls": 0, + "input_tokens": 17581, + "cached_input_tokens": 16768, + "output_tokens": 426, + "total_tokens": 18007, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16611.46, + "sql_execution_elapsed_ms_total": 35.92, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6c2a302cb8e34655/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6c2a302cb8e34655/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6c2a302cb8e34655/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9d4a97c56128b681d05e3f90a5c8b9e426402062 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6c2a302cb8e34655/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:46:36.302068+00:00", + "ended_at": "2026-05-19T15:46:52.913585+00:00", + "elapsed_ms": 16611.46, + "prompt_metrics": { + "chars": 16549, + "bytes_utf8": 16549, + "lines": 613, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 784, + "bytes_utf8": 784, + "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": 425, + "bytes_utf8": 425, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17581, + "cached_input_tokens": 16768, + "output_tokens": 426, + "reasoning_output_tokens": 288 + } + }, + "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_c/c11/artifacts/v2q_c11_6c2a302cb8e34655/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6c2a302cb8e34655/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b5b66410b410d06c70276688a28c26b6e5d53854 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6c2a302cb8e34655/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,613 @@ +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: c11 +- dataset_name: Connect 4 +- table_name: c11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 42 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 67557 +- important_fields: +- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1. +- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2. +- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3. +- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4. +- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5. +- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6. +- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1. +- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2. +- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3. +- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4. +- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5. +- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6. +- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1. +- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2. +- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3. +- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4. +- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5. +- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6. +- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1. +- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2. +- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3. +- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4. +- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5. +- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6. +- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1. +- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2. +- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3. +- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4. +- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5. +- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6. +- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1. +- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2. +- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3. +- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4. +- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5. +- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6. +- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1. +- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2. +- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3. +- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4. +- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5. +- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/26/connect-4 + +SQLite schema snapshot: +{ + "table_name": "c11", + "quoted_table_name": "\"c11\"", + "row_count": 67557, + "columns": [ + { + "name": "a1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "o", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "o", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "o", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "o", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "o", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c11", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=a1, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "a1", + "target_col": "class", + "target_value": "draw", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6c2a302cb8e34655/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6c2a302cb8e34655/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5fc2099eb55ea4ce83feaa9259841730607b7c45 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6c2a302cb8e34655/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ea-e625-73c1-ae44-d5f6fc6eb46a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"a1\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'draw' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a1\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 16;\",\"notes\":\"Applied tpl_tail_target_rate_extremes_v2 with group_col=\\\"a1\\\", target_col=\\\"class\\\", target_value='draw', min_support=4, and top_k=16.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17581,"cached_input_tokens":16768,"output_tokens":426,"reasoning_output_tokens":288}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6c2a302cb8e34655/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6c2a302cb8e34655/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..44e2a212ff0c5ccb623d7cbfd02b52e9be0c1aab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6c2a302cb8e34655/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"a1\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'draw' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c11\"\nGROUP BY \"a1\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 16;","notes":"Applied tpl_tail_target_rate_extremes_v2 with group_col=\"a1\", target_col=\"class\", target_value='draw', min_support=4, and top_k=16."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6c2a302cb8e34655/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6c2a302cb8e34655/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6c2a302cb8e34655/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6c2a302cb8e34655/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a4ea37e17f3df86eb3b1d4560b6269d36b6e7f25 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6c2a302cb8e34655/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=a1, target_col=class. +Result preview: [{"a1": "x", "support": 22251, "focus_rate": 0.11010741090288077}, {"a1": "o", "support": 20324, "focus_rate": 0.09574886833300532}, {"a1": "b", "support": 24982, "focus_rate": 0.08217916900168121}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6c2a302cb8e34655/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6c2a302cb8e34655/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ee152e3988f98d882c91428a865b3c1c9764748f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6c2a302cb8e34655/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: c11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c11_6c2a302cb8e34655 +-- problem_id: v2p_c11_ffbe2b1d2362f3a5 +-- realization_mode: agent +-- source_kind: agent +SELECT + "a1", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'draw' THEN 1 ELSE 0 END) AS focus_rate +FROM "c11" +GROUP BY "a1" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 16; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6c2a302cb8e34655/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6c2a302cb8e34655/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..553775532c4e5960873a37a68d46986e5e4a3286 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6c2a302cb8e34655/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:46:52.914905+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16611.46, "started_at": "2026-05-19T15:46:36.302068+00:00", "ended_at": "2026-05-19T15:46:52.913585+00:00", "prompt_metrics": {"chars": 16549, "bytes_utf8": 16549, "lines": 613, "estimated_tokens": null}, "response_metrics": {"chars": 425, "bytes_utf8": 425, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17581, "cached_input_tokens": 16768, "output_tokens": 426, "reasoning_output_tokens": 288}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"a1\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'draw' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a1\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 16;\",\"notes\":\"Applied tpl_tail_target_rate_extremes_v2 with group_col=\\\"a1\\\", target_col=\\\"class\\\", target_value='draw', min_support=4, and top_k=16.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6e14b22ffd36e33f/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6e14b22ffd36e33f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..631378b8a8803efcb5ced68d1c99df219aa80fee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6e14b22ffd36e33f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=f1, condition_col=f1. +Result preview: [{"f1": "o", "condition_rate": 1.0}, {"f1": "x", "condition_rate": 0.0}, {"f1": "b", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6e14b22ffd36e33f/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6e14b22ffd36e33f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..512eda39889f9dcdab7e587194661d650a8442aa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6e14b22ffd36e33f/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: c11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c11_6e14b22ffd36e33f +-- problem_id: v2p_c11_84d1546c4cda0b71 +-- realization_mode: agent +-- source_kind: agent +SELECT "f1", + AVG(CASE WHEN "f1" = 'o' THEN 1 ELSE 0 END) AS condition_rate +FROM "c11" +GROUP BY "f1" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6e14b22ffd36e33f/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6e14b22ffd36e33f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5066308a5d9c68b65b1e8fc3b30337e8c305c624 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6e14b22ffd36e33f/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"f1\",\n AVG(CASE WHEN \"f1\" = 'o' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c11\"\nGROUP BY \"f1\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"f1\\\",\\n AVG(CASE WHEN \\\"f1\\\" = 'o' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c11\\\"\\nGROUP BY \\\"f1\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"f1\", \"condition_rate\"], \"rows\": [{\"f1\": \"o\", \"condition_rate\": 1.0}, {\"f1\": \"x\", \"condition_rate\": 0.0}, {\"f1\": \"b\", \"condition_rate\": 0.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 24.85}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6e14b22ffd36e33f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6e14b22ffd36e33f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2ce1f4d63585f226f2bdd2cfa43ff339d7f5b3fc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6e14b22ffd36e33f/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "c11", + "started_at": "2026-05-19T15:35:28.042703+00:00", + "ended_at": "2026-05-19T15:35:37.222110+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c11_6e14b22ffd36e33f", + "problem_id": "v2p_c11_84d1546c4cda0b71", + "dataset_id": "c11", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=f1, condition_col=f1.", + "bindings": { + "group_col": "f1", + "condition_col": "f1", + "condition_value": "o", + "positive_value": "b", + "negative_value": "o", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=30" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/sql/v2q_c11_6e14b22ffd36e33f.sql", + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_6e14b22ffd36e33f", + "api_calls": 0, + "input_tokens": 17528, + "cached_input_tokens": 16768, + "output_tokens": 348, + "total_tokens": 17876, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9148.88, + "sql_execution_elapsed_ms_total": 24.85, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6e14b22ffd36e33f/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6e14b22ffd36e33f/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6e14b22ffd36e33f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2830f52ff4b14be995a0f6ac268724b1e1ec9918 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6e14b22ffd36e33f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:35:37.195907+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 9148.88, "started_at": "2026-05-19T15:35:28.046260+00:00", "ended_at": "2026-05-19T15:35:37.195159+00:00", "prompt_metrics": {"chars": 16450, "bytes_utf8": 16450, "lines": 615, "estimated_tokens": null}, "response_metrics": {"chars": 486, "bytes_utf8": 486, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17528, "cached_input_tokens": 16768, "output_tokens": 348, "reasoning_output_tokens": 209}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"f1\\\",\\n AVG(CASE WHEN \\\"f1\\\" = 'o' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c11\\\"\\nGROUP BY \\\"f1\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the required Grouped Condition Rate template with group_col=\\\"f1\\\" and condition_col=\\\"f1\\\". Because the grouping column and condition column are the same, the resulting rate is deterministic within each group: 1.0 for the 'o' group and 0.0 for other non-NULL groups.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6e14b22ffd36e33f/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6e14b22ffd36e33f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5976b0f2c507c2d5e228e578943f90ba66dbb275 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6e14b22ffd36e33f/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_6e14b22ffd36e33f", + "api_calls": 0, + "input_tokens": 17528, + "cached_input_tokens": 16768, + "output_tokens": 348, + "total_tokens": 17876, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9148.88, + "sql_execution_elapsed_ms_total": 24.85, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6e14b22ffd36e33f/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6ee230f6c281c921/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6ee230f6c281c921/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..52019f300e6885aab21a58ef965ce21fa94fd402 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6ee230f6c281c921/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=a6, target_col=class. +Result preview: [{"a6": "x", "support": 153, "focus_rate": 0.4117647058823529}, {"a6": "b", "support": 67040, "focus_rate": 0.24658412887828163}, {"a6": "o", "support": 364, "focus_rate": 0.11263736263736264}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6ee230f6c281c921/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6ee230f6c281c921/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..08836ea160ff57df94b15aded31ef698b0627d1e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6ee230f6c281c921/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: c11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c11_6ee230f6c281c921 +-- problem_id: v2p_c11_aec317db364c6a91 +-- realization_mode: agent +-- source_kind: agent +SELECT + "a6", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'loss' THEN 1 ELSE 0 END) AS focus_rate +FROM "c11" +GROUP BY "a6" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 16; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6ee230f6c281c921/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6ee230f6c281c921/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..aaf5fe4f54f857bedaed23e725148ca15b6d9b71 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6ee230f6c281c921/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"a6\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'loss' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c11\"\nGROUP BY \"a6\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"a6\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'loss' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a6\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 16;\", \"columns\": [\"a6\", \"support\", \"focus_rate\"], \"rows\": [{\"a6\": \"x\", \"support\": 153, \"focus_rate\": 0.4117647058823529}, {\"a6\": \"b\", \"support\": 67040, \"focus_rate\": 0.24658412887828163}, {\"a6\": \"o\", \"support\": 364, \"focus_rate\": 0.11263736263736264}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 44.58}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6ee230f6c281c921/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6ee230f6c281c921/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..48da99e7cc1cfb747576bef5ae94347b197d33cd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6ee230f6c281c921/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "c11", + "started_at": "2026-05-19T15:48:49.489439+00:00", + "ended_at": "2026-05-19T15:48:57.652954+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c11_6ee230f6c281c921", + "problem_id": "v2p_c11_aec317db364c6a91", + "dataset_id": "c11", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=a6, target_col=class.", + "bindings": { + "group_col": "a6", + "target_col": "class", + "target_value": "loss", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=91" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/sql/v2q_c11_6ee230f6c281c921.sql", + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_6ee230f6c281c921", + "api_calls": 0, + "input_tokens": 17581, + "cached_input_tokens": 16768, + "output_tokens": 320, + "total_tokens": 17901, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8111.36, + "sql_execution_elapsed_ms_total": 44.58, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6ee230f6c281c921/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6ee230f6c281c921/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6ee230f6c281c921/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..601e4f032fa86294cff9f1a8c615dd1038628f75 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6ee230f6c281c921/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:48:57.606343+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 8111.36, "started_at": "2026-05-19T15:48:49.493790+00:00", "ended_at": "2026-05-19T15:48:57.605184+00:00", "prompt_metrics": {"chars": 16551, "bytes_utf8": 16551, "lines": 613, "estimated_tokens": null}, "response_metrics": {"chars": 439, "bytes_utf8": 439, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17581, "cached_input_tokens": 16768, "output_tokens": 320, "reasoning_output_tokens": 182}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"a6\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'loss' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a6\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 16;\",\"notes\":\"Applied the planned Tail Target-Rate Extremes template with group_col=\\\"a6\\\", target_col=\\\"class\\\", target_value='loss', min_support=4, and top_k=16.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6ee230f6c281c921/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6ee230f6c281c921/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e13321beac3091e86900d718c6bb703423cbfb11 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6ee230f6c281c921/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_6ee230f6c281c921", + "api_calls": 0, + "input_tokens": 17581, + "cached_input_tokens": 16768, + "output_tokens": 320, + "total_tokens": 17901, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8111.36, + "sql_execution_elapsed_ms_total": 44.58, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6ee230f6c281c921/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6f94b0e7d2a2f767/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6f94b0e7d2a2f767/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f42a6b35b781e7f0992f8a592b145afe23dd8961 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6f94b0e7d2a2f767/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=e6. +Result preview: [{"e6": "o", "support": 66}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6f94b0e7d2a2f767/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6f94b0e7d2a2f767/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..818f3dc457e5634629671ae9f826b6c63d2bd8c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6f94b0e7d2a2f767/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: c11 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c11_6f94b0e7d2a2f767 +-- problem_id: v2p_c11_fbaacbc098216173 +-- realization_mode: agent +-- source_kind: agent +SELECT "e6", COUNT(*) AS support +FROM "c11" +WHERE "e6" = 'o' +GROUP BY "e6" +ORDER BY support DESC +LIMIT 10; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6f94b0e7d2a2f767/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6f94b0e7d2a2f767/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..67ecc8c31e31c73578acfc8125871008c4f751eb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6f94b0e7d2a2f767/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"e6\", COUNT(*) AS support\nFROM \"c11\"\nWHERE \"e6\" = 'o'\nGROUP BY \"e6\"\nORDER BY support DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"e6\\\", COUNT(*) AS support\\nFROM \\\"c11\\\"\\nWHERE \\\"e6\\\" = 'o'\\nGROUP BY \\\"e6\\\"\\nORDER BY support DESC\\nLIMIT 10;\", \"columns\": [\"e6\", \"support\"], \"rows\": [{\"e6\": \"o\", \"support\": 66}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 19.33}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6f94b0e7d2a2f767/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6f94b0e7d2a2f767/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0a035b3247a65c84fef58d9e28e44c4477d853ae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6f94b0e7d2a2f767/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "c11", + "started_at": "2026-05-19T15:55:58.363846+00:00", + "ended_at": "2026-05-19T15:56:05.676551+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c11_6f94b0e7d2a2f767", + "problem_id": "v2p_c11_fbaacbc098216173", + "dataset_id": "c11", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=e6.", + "bindings": { + "group_col": "e6", + "predicate_col": "e6", + "predicate_op": "=", + "predicate_value": "o", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=115" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/sql/v2q_c11_6f94b0e7d2a2f767.sql", + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_6f94b0e7d2a2f767", + "api_calls": 0, + "input_tokens": 17516, + "cached_input_tokens": 16768, + "output_tokens": 249, + "total_tokens": 17765, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7285.45, + "sql_execution_elapsed_ms_total": 19.33, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6f94b0e7d2a2f767/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6f94b0e7d2a2f767/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6f94b0e7d2a2f767/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2df6c95b38c1c1d450916d3c7fe46561f27f324f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6f94b0e7d2a2f767/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:56:05.654301+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 7285.45, "started_at": "2026-05-19T15:55:58.367372+00:00", "ended_at": "2026-05-19T15:56:05.652854+00:00", "prompt_metrics": {"chars": 16393, "bytes_utf8": 16393, "lines": 614, "estimated_tokens": null}, "response_metrics": {"chars": 295, "bytes_utf8": 295, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17516, "cached_input_tokens": 16768, "output_tokens": 249, "reasoning_output_tokens": 154}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"e6\\\", COUNT(*) AS support\\nFROM \\\"c11\\\"\\nWHERE \\\"e6\\\" = 'o'\\nGROUP BY \\\"e6\\\"\\nORDER BY support DESC\\nLIMIT 10;\",\"notes\":\"Applied the Filtered Top-k Group Count template with group_col=\\\"e6\\\" and predicate \\\"e6\\\" = 'o'.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6f94b0e7d2a2f767/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6f94b0e7d2a2f767/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b8b838c2505317f303eb3c6ab6d37880554e9527 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6f94b0e7d2a2f767/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_6f94b0e7d2a2f767", + "api_calls": 0, + "input_tokens": 17516, + "cached_input_tokens": 16768, + "output_tokens": 249, + "total_tokens": 17765, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7285.45, + "sql_execution_elapsed_ms_total": 19.33, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6f94b0e7d2a2f767/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6fa89f7389fba89c/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6fa89f7389fba89c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e1dc89465a3f6c9e4bdb2f5cb1ce141fcdddc2bb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6fa89f7389fba89c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=e3. +Result preview: [{"e3": "b", "support": 13884}, {"e3": "x", "support": 332}, {"e3": "o", "support": 293}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6fa89f7389fba89c/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6fa89f7389fba89c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1d4a1e4f1ba00779613d528f3a0b0a2de0f252ed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6fa89f7389fba89c/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: c11 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c11_6fa89f7389fba89c +-- problem_id: v2p_c11_e9cd011ed1c04d97 +-- realization_mode: agent +-- source_kind: agent +SELECT "e3", COUNT(*) AS "support" +FROM "c11" +WHERE "f1" = 'x' +GROUP BY "e3" +ORDER BY "support" DESC +LIMIT 17; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6fa89f7389fba89c/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6fa89f7389fba89c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fb22c972acfc6eef37c6491d240f015ca904da61 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6fa89f7389fba89c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"e3\", COUNT(*) AS \"support\"\nFROM \"c11\"\nWHERE \"f1\" = 'x'\nGROUP BY \"e3\"\nORDER BY \"support\" DESC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"e3\\\", COUNT(*) AS \\\"support\\\"\\nFROM \\\"c11\\\"\\nWHERE \\\"f1\\\" = 'x'\\nGROUP BY \\\"e3\\\"\\nORDER BY \\\"support\\\" DESC\\nLIMIT 17;\", \"columns\": [\"e3\", \"support\"], \"rows\": [{\"e3\": \"b\", \"support\": 13884}, {\"e3\": \"x\", \"support\": 332}, {\"e3\": \"o\", \"support\": 293}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 26.56}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6fa89f7389fba89c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6fa89f7389fba89c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..266d6ae4b963b72e0291f72b28bb0db3561c3ee2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6fa89f7389fba89c/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "c11", + "started_at": "2026-05-19T15:55:05.111340+00:00", + "ended_at": "2026-05-19T15:55:16.253925+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c11_6fa89f7389fba89c", + "problem_id": "v2p_c11_e9cd011ed1c04d97", + "dataset_id": "c11", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=e3.", + "bindings": { + "group_col": "e3", + "predicate_col": "f1", + "predicate_op": "=", + "predicate_value": "x", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=112" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/sql/v2q_c11_6fa89f7389fba89c.sql", + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_6fa89f7389fba89c", + "api_calls": 0, + "input_tokens": 17516, + "cached_input_tokens": 12032, + "output_tokens": 367, + "total_tokens": 17883, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11106.22, + "sql_execution_elapsed_ms_total": 26.56, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6fa89f7389fba89c/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6fa89f7389fba89c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6fa89f7389fba89c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..548b681bb9dd03082e93013878ec31d06eb10c59 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6fa89f7389fba89c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:55:16.223715+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11106.22, "started_at": "2026-05-19T15:55:05.115900+00:00", "ended_at": "2026-05-19T15:55:16.222152+00:00", "prompt_metrics": {"chars": 16395, "bytes_utf8": 16395, "lines": 614, "estimated_tokens": null}, "response_metrics": {"chars": 337, "bytes_utf8": 337, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17516, "cached_input_tokens": 12032, "output_tokens": 367, "reasoning_output_tokens": 259}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"e3\\\", COUNT(*) AS \\\"support\\\"\\nFROM \\\"c11\\\"\\nWHERE \\\"f1\\\" = 'x'\\nGROUP BY \\\"e3\\\"\\nORDER BY \\\"support\\\" DESC\\nLIMIT 17;\",\"notes\":\"Applied the bound Filtered Top-k Group Count template with group_col=\\\"e3\\\" and predicate \\\"f1\\\" = 'x' on the single table \\\"c11\\\".\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6fa89f7389fba89c/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6fa89f7389fba89c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..81b7ec85ecf70e9433b3ceae54bc894fac2e8f7c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6fa89f7389fba89c/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_6fa89f7389fba89c", + "api_calls": 0, + "input_tokens": 17516, + "cached_input_tokens": 12032, + "output_tokens": 367, + "total_tokens": 17883, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11106.22, + "sql_execution_elapsed_ms_total": 26.56, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6fa89f7389fba89c/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_70549450b064300a/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_70549450b064300a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..de7d78004cc90fb79802c327279d8355f59451cf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_70549450b064300a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16548, "bytes_utf8": 16548, "lines": 613, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 497, "bytes_utf8": 497, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17581, "cached_input_tokens": 16768, "output_tokens": 472, "reasoning_output_tokens": 319}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_70549450b064300a/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_70549450b064300a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..da07b979106aa05b756f66670ef64490f1085ea4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_70549450b064300a/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_70549450b064300a", + "api_calls": 0, + "input_tokens": 17581, + "cached_input_tokens": 16768, + "output_tokens": 472, + "total_tokens": 18053, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10159.84, + "sql_execution_elapsed_ms_total": 29.41, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_70549450b064300a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_70549450b064300a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_70549450b064300a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..dc4f269692ce6a0fe3871b35b09cefc193777a98 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_70549450b064300a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:48:30.687398+00:00", + "ended_at": "2026-05-19T15:48:40.847270+00:00", + "elapsed_ms": 10159.84, + "prompt_metrics": { + "chars": 16548, + "bytes_utf8": 16548, + "lines": 613, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 872, + "bytes_utf8": 872, + "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": 497, + "bytes_utf8": 497, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17581, + "cached_input_tokens": 16768, + "output_tokens": 472, + "reasoning_output_tokens": 319 + } + }, + "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_c/c11/artifacts/v2q_c11_70549450b064300a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_70549450b064300a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..38fa5e8115fdedad286c75ac517691579daba5c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_70549450b064300a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,613 @@ +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: c11 +- dataset_name: Connect 4 +- table_name: c11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 42 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 67557 +- important_fields: +- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1. +- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2. +- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3. +- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4. +- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5. +- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6. +- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1. +- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2. +- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3. +- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4. +- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5. +- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6. +- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1. +- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2. +- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3. +- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4. +- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5. +- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6. +- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1. +- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2. +- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3. +- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4. +- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5. +- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6. +- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1. +- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2. +- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3. +- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4. +- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5. +- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6. +- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1. +- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2. +- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3. +- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4. +- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5. +- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6. +- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1. +- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2. +- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3. +- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4. +- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5. +- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/26/connect-4 + +SQLite schema snapshot: +{ + "table_name": "c11", + "quoted_table_name": "\"c11\"", + "row_count": 67557, + "columns": [ + { + "name": "a1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "o", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "o", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "o", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "o", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "o", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c11", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=a5, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "a5", + "target_col": "class", + "target_value": "win", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_70549450b064300a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_70549450b064300a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3f5eac0c72bcd1bb434aa74dca7ae6e9c2117d34 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_70549450b064300a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ec-a472-7813-8149-718ed5922d13"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"a5\\\",\\n COUNT(*) AS \\\"support\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'win' THEN 1 ELSE 0 END) AS \\\"focus_rate\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a5\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY \\\"focus_rate\\\" DESC, \\\"support\\\" ASC\\nLIMIT 15;\",\"notes\":\"Applies the Tail Target-Rate Extremes template with group_col=\\\"a5\\\" and target_col=\\\"class\\\", measuring the win rate per a5 category, filtered to support >= 4 and returning the top 15 groups.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17581,"cached_input_tokens":16768,"output_tokens":472,"reasoning_output_tokens":319}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_70549450b064300a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_70549450b064300a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0c7a6ceff0b12510a4e527e2623310ec1085515d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_70549450b064300a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"a5\",\n COUNT(*) AS \"support\",\n AVG(CASE WHEN \"class\" = 'win' THEN 1 ELSE 0 END) AS \"focus_rate\"\nFROM \"c11\"\nGROUP BY \"a5\"\nHAVING COUNT(*) >= 4\nORDER BY \"focus_rate\" DESC, \"support\" ASC\nLIMIT 15;","notes":"Applies the Tail Target-Rate Extremes template with group_col=\"a5\" and target_col=\"class\", measuring the win rate per a5 category, filtered to support >= 4 and returning the top 15 groups."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_70549450b064300a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_70549450b064300a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7253869d4bafdf3b/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7253869d4bafdf3b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..287530ae15ed1681b79ac0c778351dd17e0d612e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7253869d4bafdf3b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=a3, group_col_2=d3, target_col=class. +Result preview: [{"a3": "x", "d3": "o", "target_rate": 0.5}, {"a3": "b", "d3": "o", "target_rate": 0.45098473113520693}, {"a3": "o", "d3": "o", "target_rate": 0.39901477832512317}, {"a3": "x", "d3": "b", "target_rate": 0.2513484358144552}, {"a3": "b", "d3": "b", "target_rate": 0.23640005168626438}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7253869d4bafdf3b/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7253869d4bafdf3b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b78069aa2f06f0d4667d5e006f2664a93de7a4dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7253869d4bafdf3b/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: c11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c11_7253869d4bafdf3b +-- problem_id: v2p_c11_3bba10d7a44a36fb +-- realization_mode: agent +-- source_kind: agent +SELECT "a3", "d3", + AVG(CASE WHEN "class" = 'loss' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c11" +GROUP BY "a3", "d3" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7253869d4bafdf3b/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7253869d4bafdf3b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..55b5ddd09f84777e1ab4fe5e712ba0a9bb371125 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7253869d4bafdf3b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"a3\", \"d3\",\n AVG(CASE WHEN \"class\" = 'loss' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c11\"\nGROUP BY \"a3\", \"d3\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"a3\\\", \\\"d3\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'loss' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a3\\\", \\\"d3\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"a3\", \"d3\", \"target_rate\"], \"rows\": [{\"a3\": \"x\", \"d3\": \"o\", \"target_rate\": 0.5}, {\"a3\": \"b\", \"d3\": \"o\", \"target_rate\": 0.45098473113520693}, {\"a3\": \"o\", \"d3\": \"o\", \"target_rate\": 0.39901477832512317}, {\"a3\": \"x\", \"d3\": \"b\", \"target_rate\": 0.2513484358144552}, {\"a3\": \"b\", \"d3\": \"b\", \"target_rate\": 0.23640005168626438}, {\"a3\": \"x\", \"d3\": \"x\", \"target_rate\": 0.23163841807909605}, {\"a3\": \"o\", \"d3\": \"b\", \"target_rate\": 0.2090443686006826}, {\"a3\": \"o\", \"d3\": \"x\", \"target_rate\": 0.18396226415094338}, {\"a3\": \"b\", \"d3\": \"x\", \"target_rate\": 0.16689497716894977}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 54.99}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7253869d4bafdf3b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7253869d4bafdf3b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b99b691c4add9c56573fae2ad46a600056f33343 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7253869d4bafdf3b/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "c11", + "started_at": "2026-05-19T15:51:29.554453+00:00", + "ended_at": "2026-05-19T15:51:39.688180+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c11_7253869d4bafdf3b", + "problem_id": "v2p_c11_3bba10d7a44a36fb", + "dataset_id": "c11", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=a3, group_col_2=d3, target_col=class.", + "bindings": { + "group_col": "a3", + "group_col_2": "d3", + "target_col": "class", + "target_value": "loss", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=100" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/sql/v2q_c11_7253869d4bafdf3b.sql", + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_7253869d4bafdf3b", + "api_calls": 0, + "input_tokens": 17567, + "cached_input_tokens": 16768, + "output_tokens": 410, + "total_tokens": 17977, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10072.49, + "sql_execution_elapsed_ms_total": 54.99, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7253869d4bafdf3b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7253869d4bafdf3b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7253869d4bafdf3b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..364982335cbca858ef3a747e61d41042be5d1c9b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7253869d4bafdf3b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:51:39.631718+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10072.49, "started_at": "2026-05-19T15:51:29.558346+00:00", "ended_at": "2026-05-19T15:51:39.630870+00:00", "prompt_metrics": {"chars": 16504, "bytes_utf8": 16504, "lines": 615, "estimated_tokens": null}, "response_metrics": {"chars": 411, "bytes_utf8": 411, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17567, "cached_input_tokens": 16768, "output_tokens": 410, "reasoning_output_tokens": 281}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"a3\\\", \\\"d3\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'loss' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a3\\\", \\\"d3\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Uses the requested Two-Axis Target Rate Surface template with group_col=\\\"a3\\\", group_col_2=\\\"d3\\\", and target_col=\\\"class\\\", measuring the rate of rows where class = 'loss'.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7253869d4bafdf3b/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7253869d4bafdf3b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ad2173698b320ad7864e2f7110073890aff6d019 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7253869d4bafdf3b/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_7253869d4bafdf3b", + "api_calls": 0, + "input_tokens": 17567, + "cached_input_tokens": 16768, + "output_tokens": 410, + "total_tokens": 17977, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10072.49, + "sql_execution_elapsed_ms_total": 54.99, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7253869d4bafdf3b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_72c32b172bca8eb1/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_72c32b172bca8eb1/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..00ac894778c9b9c6bed00b6592f9b1a36c6be35c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_72c32b172bca8eb1/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16204, "bytes_utf8": 16204, "lines": 610, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 298, "bytes_utf8": 298, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17479, "cached_input_tokens": 16768, "output_tokens": 364, "reasoning_output_tokens": 270}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_72c32b172bca8eb1/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_72c32b172bca8eb1/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4e4bb4c34bd1d97bae1eb331dba0b7df6ee6f71a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_72c32b172bca8eb1/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_72c32b172bca8eb1", + "api_calls": 0, + "input_tokens": 17479, + "cached_input_tokens": 16768, + "output_tokens": 364, + "total_tokens": 17843, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9215.46, + "sql_execution_elapsed_ms_total": 46.54, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_72c32b172bca8eb1/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_72c32b172bca8eb1/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_72c32b172bca8eb1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cf6f78a8ea3bbf785c7095234122afe9998f664f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_72c32b172bca8eb1/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:40:33.364557+00:00", + "ended_at": "2026-05-19T15:40:42.580062+00:00", + "elapsed_ms": 9215.46, + "prompt_metrics": { + "chars": 16204, + "bytes_utf8": 16204, + "lines": 610, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 659, + "bytes_utf8": 659, + "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": 298, + "bytes_utf8": 298, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17479, + "cached_input_tokens": 16768, + "output_tokens": 364, + "reasoning_output_tokens": 270 + } + }, + "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_c/c11/artifacts/v2q_c11_72c32b172bca8eb1/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_72c32b172bca8eb1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a0c2a87610b4c143854aa9a3609b3b2f860bedc4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_72c32b172bca8eb1/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,610 @@ +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: c11 +- dataset_name: Connect 4 +- table_name: c11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 42 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 67557 +- important_fields: +- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1. +- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2. +- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3. +- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4. +- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5. +- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6. +- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1. +- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2. +- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3. +- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4. +- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5. +- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6. +- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1. +- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2. +- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3. +- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4. +- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5. +- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6. +- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1. +- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2. +- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3. +- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4. +- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5. +- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6. +- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1. +- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2. +- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3. +- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4. +- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5. +- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6. +- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1. +- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2. +- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3. +- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4. +- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5. +- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6. +- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1. +- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2. +- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3. +- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4. +- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5. +- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/26/connect-4 + +SQLite schema snapshot: +{ + "table_name": "c11", + "quoted_table_name": "\"c11\"", + "row_count": 67557, + "columns": [ + { + "name": "a1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "o", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "o", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "o", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "o", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "o", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + } + ] +} + +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": "c11", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=d2.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "d2", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\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_c/c11/artifacts/v2q_c11_72c32b172bca8eb1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_72c32b172bca8eb1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e3dfc10d96d35971ddcbc42c1065716a0ccf9bb8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_72c32b172bca8eb1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e5-5bea-78d1-8122-0e496eb27ef1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"d2\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"d2\\\"\\nORDER BY \\\"support\\\" ASC, \\\"d2\\\"\\nLIMIT 12;\",\"notes\":\"Uses the planned Low-Support Group Count template with \\\"d2\\\" as the grouping column and 12 results.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17479,"cached_input_tokens":16768,"output_tokens":364,"reasoning_output_tokens":270}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_72c32b172bca8eb1/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_72c32b172bca8eb1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ceda9e088672fb2692a8e1a6c64d2757669aaaa2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_72c32b172bca8eb1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"d2\",\n COUNT(*) AS \"support\"\nFROM \"c11\"\nGROUP BY \"d2\"\nORDER BY \"support\" ASC, \"d2\"\nLIMIT 12;","notes":"Uses the planned Low-Support Group Count template with \"d2\" as the grouping column and 12 results."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_72c32b172bca8eb1/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_72c32b172bca8eb1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7452125578d5eebd/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7452125578d5eebd/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..14a348fd2d26dc23b1e783f38ca47de5a174d349 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7452125578d5eebd/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=e1. +Result preview: [{"e1": "x", "support": 7636}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7452125578d5eebd/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7452125578d5eebd/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d793e9b91816688c187388223aeb3c1d0e329115 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7452125578d5eebd/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: c11 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c11_7452125578d5eebd +-- problem_id: v2p_c11_5cc8e47fd2dcdb85 +-- realization_mode: agent +-- source_kind: agent +SELECT "e1", COUNT(*) AS support +FROM "c11" +WHERE "e1" = 'x' +GROUP BY "e1" +ORDER BY support DESC +LIMIT 10; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7452125578d5eebd/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7452125578d5eebd/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..eba95353f93c3bb9fca0ea5592d42faec1735ee8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7452125578d5eebd/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"e1\", COUNT(*) AS support\nFROM \"c11\"\nWHERE \"e1\" = 'x'\nGROUP BY \"e1\"\nORDER BY support DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"e1\\\", COUNT(*) AS support\\nFROM \\\"c11\\\"\\nWHERE \\\"e1\\\" = 'x'\\nGROUP BY \\\"e1\\\"\\nORDER BY support DESC\\nLIMIT 10;\", \"columns\": [\"e1\", \"support\"], \"rows\": [{\"e1\": \"x\", \"support\": 7636}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.97}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7452125578d5eebd/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7452125578d5eebd/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3bf707def46a271f7eba8c8664149c49c8ecf42a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7452125578d5eebd/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "c11", + "started_at": "2026-05-19T15:54:26.632155+00:00", + "ended_at": "2026-05-19T15:54:33.389271+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c11_7452125578d5eebd", + "problem_id": "v2p_c11_5cc8e47fd2dcdb85", + "dataset_id": "c11", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=e1.", + "bindings": { + "group_col": "e1", + "predicate_col": "e1", + "predicate_op": "=", + "predicate_value": "x", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=110" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/sql/v2q_c11_7452125578d5eebd.sql", + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_7452125578d5eebd", + "api_calls": 0, + "input_tokens": 17514, + "cached_input_tokens": 16768, + "output_tokens": 227, + "total_tokens": 17741, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 6740.15, + "sql_execution_elapsed_ms_total": 8.97, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7452125578d5eebd/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7452125578d5eebd/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7452125578d5eebd/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b5a9ffcdc9547847107aec624c4171f17f3ce6d8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7452125578d5eebd/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:54:33.379025+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 6740.15, "started_at": "2026-05-19T15:54:26.638077+00:00", "ended_at": "2026-05-19T15:54:33.378256+00:00", "prompt_metrics": {"chars": 16392, "bytes_utf8": 16392, "lines": 614, "estimated_tokens": null}, "response_metrics": {"chars": 351, "bytes_utf8": 351, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17514, "cached_input_tokens": 16768, "output_tokens": 227, "reasoning_output_tokens": 121}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"e1\\\", COUNT(*) AS support\\nFROM \\\"c11\\\"\\nWHERE \\\"e1\\\" = 'x'\\nGROUP BY \\\"e1\\\"\\nORDER BY support DESC\\nLIMIT 10;\",\"notes\":\"Applied the provided Filtered Top-k Group Count template with group_col=\\\"e1\\\" and predicate_col=\\\"e1\\\" using the bound predicate value 'x' and top_k=10.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7452125578d5eebd/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7452125578d5eebd/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d30f037654d7419804b8a45024570e53c11d0b1a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7452125578d5eebd/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_7452125578d5eebd", + "api_calls": 0, + "input_tokens": 17514, + "cached_input_tokens": 16768, + "output_tokens": 227, + "total_tokens": 17741, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 6740.15, + "sql_execution_elapsed_ms_total": 8.97, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7452125578d5eebd/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_75b0713c6991dc2f/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_75b0713c6991dc2f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d000f1be17afafc20e7605298d9a8c89cb58fec5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_75b0713c6991dc2f/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 17009, "bytes_utf8": 17009, "lines": 615, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 739, "bytes_utf8": 739, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17676, "cached_input_tokens": 12032, "output_tokens": 727, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_75b0713c6991dc2f/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_75b0713c6991dc2f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7874aee6bf989c516bd6044f707bfd4b80e2c7d6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_75b0713c6991dc2f/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_75b0713c6991dc2f", + "api_calls": 0, + "input_tokens": 17676, + "cached_input_tokens": 12032, + "output_tokens": 727, + "total_tokens": 18403, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13588.69, + "sql_execution_elapsed_ms_total": 47.31, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_75b0713c6991dc2f/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_75b0713c6991dc2f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_75b0713c6991dc2f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..db828710fabc5c9a9be9bddb157c0fa21e1684ae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_75b0713c6991dc2f/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:36:44.349237+00:00", + "ended_at": "2026-05-19T15:36:57.937961+00:00", + "elapsed_ms": 13588.69, + "prompt_metrics": { + "chars": 17009, + "bytes_utf8": 17009, + "lines": 615, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1112, + "bytes_utf8": 1112, + "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": 739, + "bytes_utf8": 739, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17676, + "cached_input_tokens": 12032, + "output_tokens": 727, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_75b0713c6991dc2f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_75b0713c6991dc2f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8971992372d529cca35949bf1ef75a825d5a0f76 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_75b0713c6991dc2f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,615 @@ +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: c11 +- dataset_name: Connect 4 +- table_name: c11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 42 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 67557 +- important_fields: +- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1. +- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2. +- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3. +- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4. +- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5. +- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6. +- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1. +- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2. +- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3. +- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4. +- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5. +- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6. +- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1. +- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2. +- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3. +- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4. +- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5. +- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6. +- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1. +- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2. +- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3. +- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4. +- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5. +- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6. +- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1. +- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2. +- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3. +- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4. +- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5. +- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6. +- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1. +- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2. +- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3. +- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4. +- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5. +- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6. +- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1. +- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2. +- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3. +- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4. +- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5. +- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/26/connect-4 + +SQLite schema snapshot: +{ + "table_name": "c11", + "quoted_table_name": "\"c11\"", + "row_count": 67557, + "columns": [ + { + "name": "a1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "o", + "c3": "b", + "c4": "b", + "c5": "b", 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+ "b1": "o", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "o", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "o", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c11", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=g3, condition_col=g3.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "g3", + "condition_col": "g3", + "condition_value": "b", + "positive_value": "b", + "negative_value": "o", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_75b0713c6991dc2f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_75b0713c6991dc2f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a59528c269a06e5ac08a7441193d292405168445 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_75b0713c6991dc2f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e1-dd37-7632-a4b6-34162e171140"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"g3\\\",\\n SUM(CASE WHEN \\\"g3\\\" = 'b' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"g3\\\" = 'o' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c11\\\"\\n GROUP BY \\\"g3\\\"\\n)\\nSELECT \\\"g3\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Uses the planned template exactly with group_col=\\\"g3\\\" and condition_col=\\\"g3\\\", comparing 'b' to 'o'. Since the grouping column and condition column are the same, groups where \\\"g3\\\" is neither 'b' nor 'o' will produce NULL ratios, and division by zero is protected with NULLIF.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17676,"cached_input_tokens":12032,"output_tokens":727,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_75b0713c6991dc2f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_75b0713c6991dc2f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2a859fc2073b29a21096f7cebf2b73fd7c0e16bc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_75b0713c6991dc2f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"g3\",\n SUM(CASE WHEN \"g3\" = 'b' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"g3\" = 'o' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c11\"\n GROUP BY \"g3\"\n)\nSELECT \"g3\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Uses the planned template exactly with group_col=\"g3\" and condition_col=\"g3\", comparing 'b' to 'o'. Since the grouping column and condition column are the same, groups where \"g3\" is neither 'b' nor 'o' will produce NULL ratios, and division by zero is protected with NULLIF."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_75b0713c6991dc2f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_75b0713c6991dc2f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_775e9543a49a04d3/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_775e9543a49a04d3/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..513632605833787dc8d9b35dd9cc085ccf447c2b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_775e9543a49a04d3/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16439, "bytes_utf8": 16439, "lines": 615, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 475, "bytes_utf8": 475, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17528, "cached_input_tokens": 12032, "output_tokens": 308, "reasoning_output_tokens": 182}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_775e9543a49a04d3/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_775e9543a49a04d3/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0880f653dd5163896cac1af165e9b2f99162db90 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_775e9543a49a04d3/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_775e9543a49a04d3", + "api_calls": 0, + "input_tokens": 17528, + "cached_input_tokens": 12032, + "output_tokens": 308, + "total_tokens": 17836, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19018.11, + "sql_execution_elapsed_ms_total": 47.53, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_775e9543a49a04d3/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_775e9543a49a04d3/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_775e9543a49a04d3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..93d90dcb3e431d450769d7b3326c7ff1ac4886c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_775e9543a49a04d3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:33:01.622364+00:00", + "ended_at": "2026-05-19T15:33:20.640506+00:00", + "elapsed_ms": 19018.11, + "prompt_metrics": { + "chars": 16439, + "bytes_utf8": 16439, + "lines": 615, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1827, + "bytes_utf8": 1827, + "lines": 7, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 475, + "bytes_utf8": 475, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17528, + "cached_input_tokens": 12032, + "output_tokens": 308, + "reasoning_output_tokens": 182 + } + }, + "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_c/c11/artifacts/v2q_c11_775e9543a49a04d3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_775e9543a49a04d3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5a970941df424139d59ae48ef9ebbd9e8c182e23 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_775e9543a49a04d3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,615 @@ +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: c11 +- dataset_name: Connect 4 +- table_name: c11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 42 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 67557 +- important_fields: +- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1. +- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2. +- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3. +- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4. +- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5. +- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6. +- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1. +- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2. +- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3. +- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4. +- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5. +- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6. +- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1. +- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2. +- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3. +- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4. +- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5. +- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6. +- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1. +- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2. +- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3. +- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4. +- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5. +- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6. +- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1. +- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2. +- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3. +- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4. +- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5. +- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6. +- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1. +- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2. +- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3. +- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4. +- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5. +- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6. +- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1. +- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2. +- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3. +- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4. +- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5. +- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/26/connect-4 + +SQLite schema snapshot: +{ + "table_name": "c11", + "quoted_table_name": "\"c11\"", + "row_count": 67557, + "columns": [ + { + "name": "a1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "o", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "o", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", 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+ "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "o", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + } + ] +} + +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": "c11", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=e2, condition_col=e2.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "e2", + "condition_col": "e2", + "condition_value": "b", + "positive_value": "b", + "negative_value": "x", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\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_c/c11/artifacts/v2q_c11_775e9543a49a04d3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_775e9543a49a04d3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8d611e6900fae0106b48554396eb997c870aa155 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_775e9543a49a04d3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,7 @@ +{"type":"thread.started","thread_id":"019e40de-7741-7d00-b365-fad79b8de757"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 18163. Please try again in 544ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 3/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 18163. Please try again in 544ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 4/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1982092, Requested 18163. Please try again in 7ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"e2\\\",\\n AVG(CASE WHEN \\\"e2\\\" = 'b' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c11\\\"\\nGROUP BY \\\"e2\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the required Grouped Condition Rate template with group_col and condition_col both bound to \\\"e2\\\" and condition_value fixed to 'b'. Because the grouping and condition use the same column, the resulting rate is deterministic within each \\\"e2\\\" category.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17528,"cached_input_tokens":12032,"output_tokens":308,"reasoning_output_tokens":182}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_775e9543a49a04d3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_775e9543a49a04d3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e28b07a18e38c2dd753a65e298ac9c8624483a8b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_775e9543a49a04d3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"e2\",\n AVG(CASE WHEN \"e2\" = 'b' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c11\"\nGROUP BY \"e2\"\nORDER BY condition_rate DESC;","notes":"Applied the required Grouped Condition Rate template with group_col and condition_col both bound to \"e2\" and condition_value fixed to 'b'. Because the grouping and condition use the same column, the resulting rate is deterministic within each \"e2\" category."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_775e9543a49a04d3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_775e9543a49a04d3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_775e9543a49a04d3/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_775e9543a49a04d3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a0b6f72d2aef7054be9a0e249c40873324c34897 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_775e9543a49a04d3/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=e2, condition_col=e2. +Result preview: [{"e2": "b", "condition_rate": 1.0}, {"e2": "x", "condition_rate": 0.0}, {"e2": "o", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_775e9543a49a04d3/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_775e9543a49a04d3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3238c1973f5a5a4e9b48e5ae2bf0ab34adb74daf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_775e9543a49a04d3/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: c11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c11_775e9543a49a04d3 +-- problem_id: v2p_c11_ea5ad5ff53e40d67 +-- realization_mode: agent +-- source_kind: agent +SELECT "e2", + AVG(CASE WHEN "e2" = 'b' THEN 1 ELSE 0 END) AS condition_rate +FROM "c11" +GROUP BY "e2" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_775e9543a49a04d3/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_775e9543a49a04d3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6ff75449b8a9d80b4e95bb4e943893333c1d5d57 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_775e9543a49a04d3/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"e2\",\n AVG(CASE WHEN \"e2\" = 'b' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c11\"\nGROUP BY \"e2\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"e2\\\",\\n AVG(CASE WHEN \\\"e2\\\" = 'b' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c11\\\"\\nGROUP BY \\\"e2\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"e2\", \"condition_rate\"], \"rows\": [{\"e2\": \"b\", \"condition_rate\": 1.0}, {\"e2\": \"x\", \"condition_rate\": 0.0}, {\"e2\": \"o\", \"condition_rate\": 0.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 47.53}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_775e9543a49a04d3/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_775e9543a49a04d3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..67e76e380b435ccde6b2228ee317a01ba9e3a50f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_775e9543a49a04d3/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "c11", + "started_at": "2026-05-19T15:33:01.618815+00:00", + "ended_at": "2026-05-19T15:33:20.692023+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c11_775e9543a49a04d3", + "problem_id": "v2p_c11_ea5ad5ff53e40d67", + "dataset_id": "c11", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=e2, condition_col=e2.", + "bindings": { + "group_col": "e2", + "condition_col": "e2", + "condition_value": "b", + "positive_value": "b", + "negative_value": "x", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=25" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/sql/v2q_c11_775e9543a49a04d3.sql", + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_775e9543a49a04d3", + "api_calls": 0, + "input_tokens": 17528, + "cached_input_tokens": 12032, + "output_tokens": 308, + "total_tokens": 17836, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19018.11, + "sql_execution_elapsed_ms_total": 47.53, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_775e9543a49a04d3/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_775e9543a49a04d3/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_775e9543a49a04d3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..472ff9855b639d18d3fa56cf64cd87a2445d061b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_775e9543a49a04d3/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:33:20.642236+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 19018.11, "started_at": "2026-05-19T15:33:01.622364+00:00", "ended_at": "2026-05-19T15:33:20.640506+00:00", "prompt_metrics": {"chars": 16439, "bytes_utf8": 16439, "lines": 615, "estimated_tokens": null}, "response_metrics": {"chars": 475, "bytes_utf8": 475, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17528, "cached_input_tokens": 12032, "output_tokens": 308, "reasoning_output_tokens": 182}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"e2\\\",\\n AVG(CASE WHEN \\\"e2\\\" = 'b' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c11\\\"\\nGROUP BY \\\"e2\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the required Grouped Condition Rate template with group_col and condition_col both bound to \\\"e2\\\" and condition_value fixed to 'b'. Because the grouping and condition use the same column, the resulting rate is deterministic within each \\\"e2\\\" category.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_775e9543a49a04d3/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_775e9543a49a04d3/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..be67506ed483b4906d4ec2568e45a342c02400fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_775e9543a49a04d3/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_775e9543a49a04d3", + "api_calls": 0, + "input_tokens": 17528, + "cached_input_tokens": 12032, + "output_tokens": 308, + "total_tokens": 17836, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19018.11, + "sql_execution_elapsed_ms_total": 47.53, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_775e9543a49a04d3/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7abb837d395f2ff7/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7abb837d395f2ff7/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f3031a7b25b1f6870e81823e2ea226af212ea748 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7abb837d395f2ff7/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=g6, target_col=class. +Result preview: [{"g6": "o", "support": 74, "focus_rate": 0.7837837837837838}, {"g6": "b", "support": 67465, "focus_rate": 0.6582968946861335}, {"g6": "x", "support": 18, "focus_rate": 0.16666666666666666}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7abb837d395f2ff7/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7abb837d395f2ff7/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..55629e736e19ac6af5efb73ce0d3b22ac17ea329 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7abb837d395f2ff7/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: c11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c11_7abb837d395f2ff7 +-- problem_id: v2p_c11_09c44322cd0c9c06 +-- realization_mode: agent +-- source_kind: agent +SELECT + "g6", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'win' THEN 1 ELSE 0 END) AS focus_rate +FROM "c11" +GROUP BY "g6" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 19; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7abb837d395f2ff7/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7abb837d395f2ff7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..913fcf3684d6f6b90ba6cf5457414032c3e0ba7f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7abb837d395f2ff7/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"g6\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'win' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c11\"\nGROUP BY \"g6\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"g6\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'win' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c11\\\"\\nGROUP BY \\\"g6\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 19;\", \"columns\": [\"g6\", \"support\", \"focus_rate\"], \"rows\": [{\"g6\": \"o\", \"support\": 74, \"focus_rate\": 0.7837837837837838}, {\"g6\": \"b\", \"support\": 67465, \"focus_rate\": 0.6582968946861335}, {\"g6\": \"x\", \"support\": 18, \"focus_rate\": 0.16666666666666666}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 43.11}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7abb837d395f2ff7/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7abb837d395f2ff7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..68e3393ead3bbe5dd1350a9f3c2851125d5eaf36 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7abb837d395f2ff7/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "c11", + "started_at": "2026-05-19T15:45:54.732585+00:00", + "ended_at": "2026-05-19T15:46:08.337360+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c11_7abb837d395f2ff7", + "problem_id": "v2p_c11_09c44322cd0c9c06", + "dataset_id": "c11", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=g6, target_col=class.", + "bindings": { + "group_col": "g6", + "target_col": "class", + "target_value": "win", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=84" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/sql/v2q_c11_7abb837d395f2ff7.sql", + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_7abb837d395f2ff7", + "api_calls": 0, + "input_tokens": 17581, + "cached_input_tokens": 16768, + "output_tokens": 333, + "total_tokens": 17914, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13553.92, + "sql_execution_elapsed_ms_total": 43.11, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7abb837d395f2ff7/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7abb837d395f2ff7/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7abb837d395f2ff7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1403f8b6892fae9f7fdd4c374ed8d78a47f9b1d5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7abb837d395f2ff7/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:46:08.292185+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13553.92, "started_at": "2026-05-19T15:45:54.736706+00:00", "ended_at": "2026-05-19T15:46:08.290658+00:00", "prompt_metrics": {"chars": 16548, "bytes_utf8": 16548, "lines": 613, "estimated_tokens": null}, "response_metrics": {"chars": 435, "bytes_utf8": 435, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17581, "cached_input_tokens": 16768, "output_tokens": 333, "reasoning_output_tokens": 195}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"g6\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'win' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c11\\\"\\nGROUP BY \\\"g6\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 19;\",\"notes\":\"Uses the provided Tail Target-Rate Extremes template with group_col=\\\"g6\\\", target_col=\\\"class\\\", target_value='win', min_support=4, and top_k=19.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7abb837d395f2ff7/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7abb837d395f2ff7/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..65594262665a9a98a7c31608da6cd58a746bcaf3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7abb837d395f2ff7/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_7abb837d395f2ff7", + "api_calls": 0, + "input_tokens": 17581, + "cached_input_tokens": 16768, + "output_tokens": 333, + "total_tokens": 17914, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13553.92, + "sql_execution_elapsed_ms_total": 43.11, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7abb837d395f2ff7/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7b97d77bd6bf30e3/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7b97d77bd6bf30e3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..dd0de599b3bc58e7a3de801031f6d3af154c2eac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7b97d77bd6bf30e3/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "b", "support": 63096, "support_share": 0.9339668724188464, "cumulative_support": 63096}, {"value_label": "o", "support": 2351, "support_share": 0.034800242757967344, "cumulative_support": 65447}, {"value_label": "x", "support": 2110, "support_share": 0.031232884823186348, "cumulative_support": 67557}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7b97d77bd6bf30e3/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7b97d77bd6bf30e3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..12e58db9b60d00b25321d80e1132f735591b43b6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7b97d77bd6bf30e3/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: c11 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c11_7b97d77bd6bf30e3 +-- problem_id: v2p_c11_78f40f8be2960767 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "d4" AS value_label, COUNT(*) AS support + FROM "c11" + GROUP BY "d4" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7b97d77bd6bf30e3/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7b97d77bd6bf30e3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3d66961dda558b14c0c56ed554b06d0b4493ba88 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7b97d77bd6bf30e3/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_c\n-- sql_source_dataset_id: c11\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_c11_7b97d77bd6bf30e3\n-- problem_id: v2p_c11_78f40f8be2960767\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"d4\" AS value_label, COUNT(*) AS support\n FROM \"c11\"\n GROUP BY \"d4\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_c\\n-- sql_source_dataset_id: c11\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_c11_7b97d77bd6bf30e3\\n-- problem_id: v2p_c11_78f40f8be2960767\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"d4\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c11\\\"\\n GROUP BY \\\"d4\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"b\", \"support\": 63096, \"support_share\": 0.9339668724188464, \"cumulative_support\": 63096}, {\"value_label\": \"o\", \"support\": 2351, \"support_share\": 0.034800242757967344, \"cumulative_support\": 65447}, {\"value_label\": \"x\", \"support\": 2110, \"support_share\": 0.031232884823186348, \"cumulative_support\": 67557}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 18.61}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7b97d77bd6bf30e3/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7b97d77bd6bf30e3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..69796f82027a6bc514c2fe608a3fe3c05cab6273 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7b97d77bd6bf30e3/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "c11", + "started_at": "2026-05-19T16:00:12.616789+00:00", + "ended_at": "2026-05-19T16:00:12.636124+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c11_7b97d77bd6bf30e3", + "problem_id": "v2p_c11_78f40f8be2960767", + "dataset_id": "c11", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=d4.", + "bindings": { + "group_col": "d4" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=7", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/sql/v2q_c11_7b97d77bd6bf30e3.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7b97d77bd6bf30e3/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7b97d77bd6bf30e3/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7b97d77bd6bf30e3/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7c5e4da87e0a16a9/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7c5e4da87e0a16a9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3df3a16c8b6ce1fb2758827c43c6bd61548ed3e3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7c5e4da87e0a16a9/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "b", "support": 24982, "support_share": 0.3697914353804935, "support_rank": 1}, {"value_label": "x", "support": 22251, "support_share": 0.3293663128913362, "support_rank": 2}, {"value_label": "o", "support": 20324, "support_share": 0.3008422517281703, "support_rank": 3}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7c5e4da87e0a16a9/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7c5e4da87e0a16a9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..bd4f715219f7cb5e70e9f3aedb37a0a9f1a62a62 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7c5e4da87e0a16a9/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: c11 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c11_7c5e4da87e0a16a9 +-- problem_id: v2p_c11_97e949330d80dc45 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "a1" AS value_label, COUNT(*) AS support + FROM "c11" + GROUP BY "a1" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7c5e4da87e0a16a9/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7c5e4da87e0a16a9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c76fb1bdd66731485101e0e37cf8e31f1b6e72a3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7c5e4da87e0a16a9/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_c\n-- sql_source_dataset_id: c11\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_c11_7c5e4da87e0a16a9\n-- problem_id: v2p_c11_97e949330d80dc45\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"a1\" AS value_label, COUNT(*) AS support\n FROM \"c11\"\n GROUP BY \"a1\"\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_c\\n-- sql_source_dataset_id: c11\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_c11_7c5e4da87e0a16a9\\n-- problem_id: v2p_c11_97e949330d80dc45\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"a1\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c11\\\"\\n GROUP BY \\\"a1\\\"\\n)\\nSELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\\nFROM grouped\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"support_rank\"], \"rows\": [{\"value_label\": \"b\", \"support\": 24982, \"support_share\": 0.3697914353804935, \"support_rank\": 1}, {\"value_label\": \"x\", \"support\": 22251, \"support_share\": 0.3293663128913362, \"support_rank\": 2}, {\"value_label\": \"o\", \"support\": 20324, \"support_share\": 0.3008422517281703, \"support_rank\": 3}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 18.74}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7c5e4da87e0a16a9/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7c5e4da87e0a16a9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ffaed56d45ea10ddc0f4ed527e96463ad9950cc9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7c5e4da87e0a16a9/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "c11", + "started_at": "2026-05-19T16:00:12.741928+00:00", + "ended_at": "2026-05-19T16:00:12.761379+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c11_7c5e4da87e0a16a9", + "problem_id": "v2p_c11_97e949330d80dc45", + "dataset_id": "c11", + "template_id": "tpl_cardinality_support_rank_profile", + "template_name": "Cardinality Support Rank Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=a1.", + "bindings": { + "group_col": "a1" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=1", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/sql/v2q_c11_7c5e4da87e0a16a9.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7c5e4da87e0a16a9/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7c5e4da87e0a16a9/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7c5e4da87e0a16a9/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7c5ff5013ff4e21f/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7c5ff5013ff4e21f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..97fc506e42b9516e8b6b0ed8c25ab9f1f9bd9e27 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7c5ff5013ff4e21f/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16547, "bytes_utf8": 16547, "lines": 613, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 447, "bytes_utf8": 447, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17581, "cached_input_tokens": 16768, "output_tokens": 365, "reasoning_output_tokens": 220}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7c5ff5013ff4e21f/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7c5ff5013ff4e21f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1f5a00683fa8fd8f319ca4a3a4bf0ede4cd9eae1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7c5ff5013ff4e21f/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_7c5ff5013ff4e21f", + "api_calls": 0, + "input_tokens": 17581, + "cached_input_tokens": 16768, + "output_tokens": 365, + "total_tokens": 17946, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8543.47, + "sql_execution_elapsed_ms_total": 57.58, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7c5ff5013ff4e21f/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7c5ff5013ff4e21f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7c5ff5013ff4e21f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8bab538fb68d60a133ab46940f3fa906853b5960 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7c5ff5013ff4e21f/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:48:40.883873+00:00", + "ended_at": "2026-05-19T15:48:49.427376+00:00", + "elapsed_ms": 8543.47, + "prompt_metrics": { + "chars": 16547, + "bytes_utf8": 16547, + "lines": 613, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 822, + "bytes_utf8": 822, + "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": 447, + "bytes_utf8": 447, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17581, + "cached_input_tokens": 16768, + "output_tokens": 365, + "reasoning_output_tokens": 220 + } + }, + "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_c/c11/artifacts/v2q_c11_7c5ff5013ff4e21f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7c5ff5013ff4e21f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..987eee3610c02bacf3abbc9c09a20c4cd245cec4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7c5ff5013ff4e21f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,613 @@ +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: c11 +- dataset_name: Connect 4 +- table_name: c11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 42 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 67557 +- important_fields: +- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1. +- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2. +- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3. +- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4. +- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5. +- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6. +- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1. +- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2. +- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3. +- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4. +- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5. +- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6. +- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1. +- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2. +- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3. +- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4. +- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5. +- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6. +- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1. +- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2. +- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3. +- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4. +- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5. +- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6. +- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1. +- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2. +- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3. +- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4. +- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5. +- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6. +- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1. +- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2. +- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3. +- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4. +- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5. +- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6. +- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1. +- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2. +- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3. +- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4. +- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5. +- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/26/connect-4 + +SQLite schema snapshot: +{ + "table_name": "c11", + "quoted_table_name": "\"c11\"", + "row_count": 67557, + "columns": [ + { + "name": "a1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "o", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "o", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "o", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "o", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "o", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c11", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=a6, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "a6", + "target_col": "class", + "target_value": "loss", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7c5ff5013ff4e21f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7c5ff5013ff4e21f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fc1cb7b6e3e33a7029dd7eff2e441df6f22d028e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7c5ff5013ff4e21f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ec-cc46-7c51-a468-ef003589092f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"a6\\\",\\n COUNT(*) AS \\\"support\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'loss' THEN 1 ELSE 0 END) AS \\\"focus_rate\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a6\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY \\\"focus_rate\\\" DESC, \\\"support\\\" ASC\\nLIMIT 11;\",\"notes\":\"Uses the required Tail Target-Rate Extremes template with group_col=\\\"a6\\\", target_col=\\\"class\\\", target_value='loss', min_support=5, and top_k=11.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17581,"cached_input_tokens":16768,"output_tokens":365,"reasoning_output_tokens":220}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7c5ff5013ff4e21f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7c5ff5013ff4e21f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..36e0d0aa3c4e783b20ad2866d045f93b4ae7a8e2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7c5ff5013ff4e21f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"a6\",\n COUNT(*) AS \"support\",\n AVG(CASE WHEN \"class\" = 'loss' THEN 1 ELSE 0 END) AS \"focus_rate\"\nFROM \"c11\"\nGROUP BY \"a6\"\nHAVING COUNT(*) >= 5\nORDER BY \"focus_rate\" DESC, \"support\" ASC\nLIMIT 11;","notes":"Uses the required Tail Target-Rate Extremes template with group_col=\"a6\", target_col=\"class\", target_value='loss', min_support=5, and top_k=11."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7c5ff5013ff4e21f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7c5ff5013ff4e21f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7f7cafca4c937d99/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7f7cafca4c937d99/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f499195a47ac337933cc4a1959c97a9afb419735 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7f7cafca4c937d99/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=d5. +Result preview: [{"d5": "x", "support": 705}, {"d5": "o", "support": 811}, {"d5": "b", "support": 66041}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7f7cafca4c937d99/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7f7cafca4c937d99/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5e365ea8e474332243bf52a98b56dc2a79729150 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7f7cafca4c937d99/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: c11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c11_7f7cafca4c937d99 +-- problem_id: v2p_c11_92e4894845cdab09 +-- realization_mode: agent +-- source_kind: agent +SELECT + "d5", + COUNT(*) AS support +FROM "c11" +GROUP BY "d5" +ORDER BY support ASC, "d5" +LIMIT 10; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7f7cafca4c937d99/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7f7cafca4c937d99/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5f0a274f1400a6fcf53b0387a34559d022330185 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7f7cafca4c937d99/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"d5\",\n COUNT(*) AS support\nFROM \"c11\"\nGROUP BY \"d5\"\nORDER BY support ASC, \"d5\"\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"d5\\\",\\n COUNT(*) AS support\\nFROM \\\"c11\\\"\\nGROUP BY \\\"d5\\\"\\nORDER BY support ASC, \\\"d5\\\"\\nLIMIT 10;\", \"columns\": [\"d5\", \"support\"], \"rows\": [{\"d5\": \"x\", \"support\": 705}, {\"d5\": \"o\", \"support\": 811}, {\"d5\": \"b\", \"support\": 66041}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 21.47}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7f7cafca4c937d99/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7f7cafca4c937d99/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..77737772f6d0fc146f00e4900d795bd458afbc89 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7f7cafca4c937d99/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "c11", + "started_at": "2026-05-19T15:41:34.966821+00:00", + "ended_at": "2026-05-19T15:41:46.062834+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c11_7f7cafca4c937d99", + "problem_id": "v2p_c11_92e4894845cdab09", + "dataset_id": "c11", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=d5.", + "bindings": { + "group_col": "d5", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=65" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/sql/v2q_c11_7f7cafca4c937d99.sql", + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_7f7cafca4c937d99", + "api_calls": 0, + "input_tokens": 17476, + "cached_input_tokens": 16768, + "output_tokens": 224, + "total_tokens": 17700, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11068.58, + "sql_execution_elapsed_ms_total": 21.47, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7f7cafca4c937d99/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7f7cafca4c937d99/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7f7cafca4c937d99/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d6bca728bf200f104f1b465c229f8d033fdf0528 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7f7cafca4c937d99/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:41:46.039654+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11068.58, "started_at": "2026-05-19T15:41:34.970211+00:00", "ended_at": "2026-05-19T15:41:46.038814+00:00", "prompt_metrics": {"chars": 16204, "bytes_utf8": 16204, "lines": 610, "estimated_tokens": null}, "response_metrics": {"chars": 315, "bytes_utf8": 315, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17476, "cached_input_tokens": 16768, "output_tokens": 224, "reasoning_output_tokens": 130}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"d5\\\",\\n COUNT(*) AS support\\nFROM \\\"c11\\\"\\nGROUP BY \\\"d5\\\"\\nORDER BY support ASC, \\\"d5\\\"\\nLIMIT 10;\",\"notes\":\"Uses the planned Low-Support Group Count template with group_col bound to \\\"d5\\\" to return the 10 least-supported categories.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7f7cafca4c937d99/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7f7cafca4c937d99/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..16498e9a91f2cb6b59537f8cee3ac17b542c6022 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7f7cafca4c937d99/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_7f7cafca4c937d99", + "api_calls": 0, + "input_tokens": 17476, + "cached_input_tokens": 16768, + "output_tokens": 224, + "total_tokens": 17700, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11068.58, + "sql_execution_elapsed_ms_total": 21.47, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7f7cafca4c937d99/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_85d0f7b8dd1a9753/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_85d0f7b8dd1a9753/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5b46a92cd7953ffa004214fe8eb4d064eeb1438d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_85d0f7b8dd1a9753/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=a2, group_col_2=f3. +Result preview: [{"a2": "o", "f3": "o", "support": 329}, {"a2": "x", "f3": "x", "support": 343}, {"a2": "x", "f3": "o", "support": 400}, {"a2": "o", "f3": "x", "support": 430}, {"a2": "b", "f3": "x", "support": 2829}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_85d0f7b8dd1a9753/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_85d0f7b8dd1a9753/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..38642b5781b986d0e8faa98b1ff23975f1588532 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_85d0f7b8dd1a9753/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: c11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c11_85d0f7b8dd1a9753 +-- problem_id: v2p_c11_54b67b16be409e7f +-- realization_mode: agent +-- source_kind: agent +SELECT + "a2", + "f3", + COUNT(*) AS "support" +FROM "c11" +GROUP BY "a2", "f3" +ORDER BY "support" ASC, "a2", "f3" +LIMIT 17; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_85d0f7b8dd1a9753/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_85d0f7b8dd1a9753/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..37e4da3249cf67ee2cdbf0986fd1a9aa7479d000 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_85d0f7b8dd1a9753/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"a2\",\n \"f3\",\n COUNT(*) AS \"support\"\nFROM \"c11\"\nGROUP BY \"a2\", \"f3\"\nORDER BY \"support\" ASC, \"a2\", \"f3\"\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"a2\\\",\\n \\\"f3\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a2\\\", \\\"f3\\\"\\nORDER BY \\\"support\\\" ASC, \\\"a2\\\", \\\"f3\\\"\\nLIMIT 17;\", \"columns\": [\"a2\", \"f3\", \"support\"], \"rows\": [{\"a2\": \"o\", \"f3\": \"o\", \"support\": 329}, {\"a2\": \"x\", \"f3\": \"x\", \"support\": 343}, {\"a2\": \"x\", \"f3\": \"o\", \"support\": 400}, {\"a2\": \"o\", \"f3\": \"x\", \"support\": 430}, {\"a2\": \"b\", \"f3\": \"x\", \"support\": 2829}, {\"a2\": \"b\", \"f3\": \"o\", \"support\": 2852}, {\"a2\": \"o\", \"f3\": \"b\", \"support\": 11265}, {\"a2\": \"x\", \"f3\": \"b\", \"support\": 11405}, {\"a2\": \"b\", \"f3\": \"b\", \"support\": 37704}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 44.47}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_85d0f7b8dd1a9753/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_85d0f7b8dd1a9753/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fb98853c3d43d3f67be39a6e630996de186fdf2d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_85d0f7b8dd1a9753/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "c11", + "started_at": "2026-05-19T15:43:03.785115+00:00", + "ended_at": "2026-05-19T15:43:31.120005+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c11_85d0f7b8dd1a9753", + "problem_id": "v2p_c11_54b67b16be409e7f", + "dataset_id": "c11", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=a2, group_col_2=f3.", + "bindings": { + "group_col": "a2", + "group_col_2": "f3", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=72" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/sql/v2q_c11_85d0f7b8dd1a9753.sql", + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_85d0f7b8dd1a9753", + "api_calls": 0, + "input_tokens": 17546, + "cached_input_tokens": 16768, + "output_tokens": 482, + "total_tokens": 18028, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 27283.74, + "sql_execution_elapsed_ms_total": 44.47, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_85d0f7b8dd1a9753/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_85d0f7b8dd1a9753/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_85d0f7b8dd1a9753/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e23bceb268fbb1febcd644c5b08a7df993b46870 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_85d0f7b8dd1a9753/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:43:31.073809+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 27283.74, "started_at": "2026-05-19T15:43:03.789155+00:00", "ended_at": "2026-05-19T15:43:31.072922+00:00", "prompt_metrics": {"chars": 16374, "bytes_utf8": 16374, "lines": 612, "estimated_tokens": null}, "response_metrics": {"chars": 409, "bytes_utf8": 409, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17546, "cached_input_tokens": 16768, "output_tokens": 482, "reasoning_output_tokens": 357}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"a2\\\",\\n \\\"f3\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a2\\\", \\\"f3\\\"\\nORDER BY \\\"support\\\" ASC, \\\"a2\\\", \\\"f3\\\"\\nLIMIT 17;\",\"notes\":\"Applied the Pairwise Sparse Slice Count template with \\\"a2\\\" and \\\"f3\\\" as the fixed grouping columns and LIMIT 17. No additional filtering was specified in the planned template or bindings.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_85d0f7b8dd1a9753/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_85d0f7b8dd1a9753/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..88b8ed57d06eeebea17a22b6480e33c08ffa402c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_85d0f7b8dd1a9753/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_85d0f7b8dd1a9753", + "api_calls": 0, + "input_tokens": 17546, + "cached_input_tokens": 16768, + "output_tokens": 482, + "total_tokens": 18028, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 27283.74, + "sql_execution_elapsed_ms_total": 44.47, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_85d0f7b8dd1a9753/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_86f895b16480406a/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_86f895b16480406a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4330f7e5aed10844929d10ac1edffefc0b4cbd0f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_86f895b16480406a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16446, "bytes_utf8": 16446, "lines": 615, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 477, "bytes_utf8": 477, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17529, "cached_input_tokens": 16768, "output_tokens": 256, "reasoning_output_tokens": 127}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_86f895b16480406a/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_86f895b16480406a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..220ac959774afdc67a0fe2bac608bf7df9a05a09 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_86f895b16480406a/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_86f895b16480406a", + "api_calls": 0, + "input_tokens": 17529, + "cached_input_tokens": 16768, + "output_tokens": 256, + "total_tokens": 17785, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10386.6, + "sql_execution_elapsed_ms_total": 24.9, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_86f895b16480406a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_86f895b16480406a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_86f895b16480406a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d4a0c33a54b34c856ea4f198b611af58f26964f7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_86f895b16480406a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:35:47.141613+00:00", + "ended_at": "2026-05-19T15:35:57.528249+00:00", + "elapsed_ms": 10386.6, + "prompt_metrics": { + "chars": 16446, + "bytes_utf8": 16446, + "lines": 615, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 832, + "bytes_utf8": 832, + "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": 477, + "bytes_utf8": 477, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17529, + "cached_input_tokens": 16768, + "output_tokens": 256, + "reasoning_output_tokens": 127 + } + }, + "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_c/c11/artifacts/v2q_c11_86f895b16480406a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_86f895b16480406a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cd9734363db3956ba2b900e0d12208c44e1a00f5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_86f895b16480406a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,615 @@ +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: c11 +- dataset_name: Connect 4 +- table_name: c11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 42 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 67557 +- important_fields: +- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1. +- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2. +- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3. +- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4. +- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5. +- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6. +- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1. +- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2. +- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3. +- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4. +- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5. +- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6. +- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1. +- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2. +- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3. +- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4. +- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5. +- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6. +- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1. +- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2. +- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3. +- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4. +- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5. +- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6. +- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1. +- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2. +- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3. +- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4. +- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5. +- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6. +- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1. +- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2. +- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3. +- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4. +- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5. +- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6. +- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1. +- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2. +- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3. +- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4. +- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5. +- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/26/connect-4 + +SQLite schema snapshot: +{ + "table_name": "c11", + "quoted_table_name": "\"c11\"", + "row_count": 67557, + "columns": [ + { + "name": "a1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "o", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "o", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "o", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "o", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "o", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + } + ] +} + +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": "c11", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=f2, condition_col=f2.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "f2", + "condition_col": "f2", + "condition_value": "x", + "positive_value": "b", + "negative_value": "x", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_86f895b16480406a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_86f895b16480406a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e03d1d2bcece5315ee03954a3350ac6bd98cde3d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_86f895b16480406a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e0-fddc-7b41-97c5-b877e55c4199"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"f2\\\",\\n AVG(CASE WHEN \\\"f2\\\" = 'x' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c11\\\"\\nGROUP BY \\\"f2\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the provided Grouped Condition Rate template with group_col=\\\"f2\\\", condition_col=\\\"f2\\\", and condition_value='x'. Because the grouping column and condition column are the same, the result measures whether each f2 category equals 'x' within its own group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17529,"cached_input_tokens":16768,"output_tokens":256,"reasoning_output_tokens":127}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_86f895b16480406a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_86f895b16480406a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9ea08022cbba01a61acda26a058d9de63ecd8df2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_86f895b16480406a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"f2\",\n AVG(CASE WHEN \"f2\" = 'x' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c11\"\nGROUP BY \"f2\"\nORDER BY condition_rate DESC;","notes":"Applied the provided Grouped Condition Rate template with group_col=\"f2\", condition_col=\"f2\", and condition_value='x'. Because the grouping column and condition column are the same, the result measures whether each f2 category equals 'x' within its own group."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_86f895b16480406a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_86f895b16480406a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_87856f0b3ccf86fe/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_87856f0b3ccf86fe/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5d1a172fe66c49875abf63de41010602235e4078 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_87856f0b3ccf86fe/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:52:13.864098+00:00", + "ended_at": "2026-05-19T15:52:16.759098+00:00", + "elapsed_ms": 2894.97, + "returncode": 1, + "prompt_metrics": { + "chars": 16503, + "bytes_utf8": 16503, + "lines": 615, + "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_c/c11/artifacts/v2q_c11_87856f0b3ccf86fe/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_87856f0b3ccf86fe/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ed3f27609a83b6bce5c10302fdd7df4268727c5f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_87856f0b3ccf86fe/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:52:17.762580+00:00", + "ended_at": "2026-05-19T15:52:21.170749+00:00", + "elapsed_ms": 3408.13, + "returncode": 1, + "prompt_metrics": { + "chars": 16503, + "bytes_utf8": 16503, + "lines": 615, + "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_c/c11/artifacts/v2q_c11_87856f0b3ccf86fe/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_87856f0b3ccf86fe/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..40f6d19386231873d2be19e25b19c9e0613376a1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_87856f0b3ccf86fe/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,615 @@ +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: c11 +- dataset_name: Connect 4 +- table_name: c11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 42 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 67557 +- important_fields: +- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1. +- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2. +- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3. +- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4. +- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5. +- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6. +- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1. +- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2. +- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3. +- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4. +- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5. +- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6. +- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1. +- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2. +- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3. +- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4. +- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5. +- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6. +- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1. +- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2. +- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3. +- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4. +- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5. +- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6. +- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1. +- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2. +- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3. +- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4. +- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5. +- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6. +- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1. +- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2. +- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3. +- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4. +- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5. +- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6. +- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1. +- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2. +- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3. +- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4. +- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5. +- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/26/connect-4 + +SQLite schema snapshot: +{ + "table_name": "c11", + "quoted_table_name": "\"c11\"", + "row_count": 67557, + "columns": [ + { + "name": "a1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "o", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "o", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "o", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "o", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "o", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c11", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=a3, group_col_2=d5, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "a3", + "group_col_2": "d5", + "target_col": "class", + "target_value": "win", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_87856f0b3ccf86fe/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_87856f0b3ccf86fe/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..40f6d19386231873d2be19e25b19c9e0613376a1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_87856f0b3ccf86fe/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,615 @@ +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: c11 +- dataset_name: Connect 4 +- table_name: c11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 42 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 67557 +- important_fields: +- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1. +- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2. +- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3. +- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4. +- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5. +- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6. +- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1. +- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2. +- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3. +- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4. +- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5. +- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6. +- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1. +- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2. +- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3. +- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4. +- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5. +- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6. +- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1. +- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2. +- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3. +- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4. +- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5. +- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6. +- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1. +- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2. +- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3. +- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4. +- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5. +- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6. +- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1. +- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2. +- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3. +- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4. +- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5. +- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6. +- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1. +- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2. +- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3. +- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4. +- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5. +- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/26/connect-4 + +SQLite schema snapshot: +{ + "table_name": "c11", + "quoted_table_name": "\"c11\"", + "row_count": 67557, + "columns": [ + { + "name": "a1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "o", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "o", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "o", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "o", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "o", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c11", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=a3, group_col_2=d5, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "a3", + "group_col_2": "d5", + "target_col": "class", + "target_value": "win", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_87856f0b3ccf86fe/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_87856f0b3ccf86fe/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3e2432ed885827a77abcb8d2b55dbe1e6c840df6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_87856f0b3ccf86fe/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f0-0c3e-7951-a933-14aae83e7d29"} +{"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_c/c11/artifacts/v2q_c11_87856f0b3ccf86fe/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_87856f0b3ccf86fe/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ad72ef852bdad6229deddb14c3cdd5c302d4dd94 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_87856f0b3ccf86fe/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f0-0c3e-7951-a933-14aae83e7d29"} +{"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_c/c11/artifacts/v2q_c11_87856f0b3ccf86fe/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_87856f0b3ccf86fe/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d12d9799babbd05d8138d9857ba065826e8e16ff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_87856f0b3ccf86fe/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f0-1b6a-7e90-8d5e-6a60b5496cb3"} +{"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_c/c11/artifacts/v2q_c11_87856f0b3ccf86fe/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_87856f0b3ccf86fe/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..93f341f40908c144bf422d6fa239afa28681538c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_87856f0b3ccf86fe/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f0-1b6a-7e90-8d5e-6a60b5496cb3"} +{"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_c/c11/artifacts/v2q_c11_87856f0b3ccf86fe/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_87856f0b3ccf86fe/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_87856f0b3ccf86fe/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_87856f0b3ccf86fe/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_87d3ddce493c0bd2/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_87d3ddce493c0bd2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e830ad25c1011602994aeff6d35f81f8c0d786c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_87d3ddce493c0bd2/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=c6. +Result preview: [{"c6": "x", "support": 153}, {"c6": "o", "support": 360}, {"c6": "b", "support": 67044}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_87d3ddce493c0bd2/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_87d3ddce493c0bd2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..46ab95b686fedf502ffa7df4a2c1cd0f5ca646f3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_87d3ddce493c0bd2/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: c11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c11_87d3ddce493c0bd2 +-- problem_id: v2p_c11_6027aae74193bb54 +-- realization_mode: agent +-- source_kind: agent +SELECT + "c6", + COUNT(*) AS "support" +FROM "c11" +GROUP BY "c6" +ORDER BY "support" ASC, "c6" +LIMIT 10; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_87d3ddce493c0bd2/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_87d3ddce493c0bd2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bf48284755a3c5b893695a694edd958a51f89562 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_87d3ddce493c0bd2/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"c6\",\n COUNT(*) AS \"support\"\nFROM \"c11\"\nGROUP BY \"c6\"\nORDER BY \"support\" ASC, \"c6\"\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"c6\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"c6\\\"\\nORDER BY \\\"support\\\" ASC, \\\"c6\\\"\\nLIMIT 10;\", \"columns\": [\"c6\", \"support\"], \"rows\": [{\"c6\": \"x\", \"support\": 153}, {\"c6\": \"o\", \"support\": 360}, {\"c6\": \"b\", \"support\": 67044}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 19.26}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_87d3ddce493c0bd2/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_87d3ddce493c0bd2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..da0dea9c38d4f332cd6e4ae66bf9c77af259485a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_87d3ddce493c0bd2/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "c11", + "started_at": "2026-05-19T15:39:54.174900+00:00", + "ended_at": "2026-05-19T15:40:02.910112+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c11_87d3ddce493c0bd2", + "problem_id": "v2p_c11_6027aae74193bb54", + "dataset_id": "c11", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=c6.", + "bindings": { + "group_col": "c6", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=60" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/sql/v2q_c11_87d3ddce493c0bd2.sql", + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_87d3ddce493c0bd2", + "api_calls": 0, + "input_tokens": 17479, + "cached_input_tokens": 12032, + "output_tokens": 345, + "total_tokens": 17824, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8707.39, + "sql_execution_elapsed_ms_total": 19.26, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_87d3ddce493c0bd2/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_87d3ddce493c0bd2/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_87d3ddce493c0bd2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5d02a7646d9dc388faedb51943a838f7487482bf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_87d3ddce493c0bd2/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:40:02.889049+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 8707.39, "started_at": "2026-05-19T15:39:54.180855+00:00", "ended_at": "2026-05-19T15:40:02.888281+00:00", "prompt_metrics": {"chars": 16204, "bytes_utf8": 16204, "lines": 610, "estimated_tokens": null}, "response_metrics": {"chars": 299, "bytes_utf8": 299, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17479, "cached_input_tokens": 12032, "output_tokens": 345, "reasoning_output_tokens": 248}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"c6\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"c6\\\"\\nORDER BY \\\"support\\\" ASC, \\\"c6\\\"\\nLIMIT 10;\",\"notes\":\"Uses the planned Low-Support Group Count template with group_col fixed to \\\"c6\\\" and top_k set to 10.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_87d3ddce493c0bd2/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_87d3ddce493c0bd2/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2b00b55d7664abd92e18be40692fad9230a6f2c4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_87d3ddce493c0bd2/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_87d3ddce493c0bd2", + "api_calls": 0, + "input_tokens": 17479, + "cached_input_tokens": 12032, + "output_tokens": 345, + "total_tokens": 17824, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8707.39, + "sql_execution_elapsed_ms_total": 19.26, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_87d3ddce493c0bd2/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_88031f95a0063980/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_88031f95a0063980/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e02c524368c85f5a57306aecec131bdac85ec0bd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_88031f95a0063980/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=a6. +Result preview: [{"a6": "x", "distinct_entities": 1}, {"a6": "o", "distinct_entities": 1}, {"a6": "b", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_88031f95a0063980/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_88031f95a0063980/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2a23626c0d5ed87cd71760556c1e6e1222bd5105 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_88031f95a0063980/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: c11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c11_88031f95a0063980 +-- problem_id: v2p_c11_b0555927a361fbee +-- realization_mode: agent +-- source_kind: agent +SELECT "a6", COUNT(DISTINCT "a6") AS distinct_entities +FROM "c11" +GROUP BY "a6" +ORDER BY distinct_entities DESC +LIMIT 10; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_88031f95a0063980/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_88031f95a0063980/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f487251893f75e571bae29eba965131b3ec81b4f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_88031f95a0063980/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"a6\", COUNT(DISTINCT \"a6\") AS distinct_entities\nFROM \"c11\"\nGROUP BY \"a6\"\nORDER BY distinct_entities DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"a6\\\", COUNT(DISTINCT \\\"a6\\\") AS distinct_entities\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a6\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 10;\", \"columns\": [\"a6\", \"distinct_entities\"], \"rows\": [{\"a6\": \"x\", \"distinct_entities\": 1}, {\"a6\": \"o\", \"distinct_entities\": 1}, {\"a6\": \"b\", \"distinct_entities\": 1}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 41.98}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_88031f95a0063980/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_88031f95a0063980/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c718b7c9b7449fea4305a475973db935becca7aa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_88031f95a0063980/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "c11", + "started_at": "2026-05-19T15:29:45.453981+00:00", + "ended_at": "2026-05-19T15:29:55.064206+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c11_88031f95a0063980", + "problem_id": "v2p_c11_b0555927a361fbee", + "dataset_id": "c11", + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=a6.", + "bindings": { + "group_col": "a6", + "entity_col": "a6", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=5" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/sql/v2q_c11_88031f95a0063980.sql", + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_88031f95a0063980", + "api_calls": 0, + "input_tokens": 17493, + "cached_input_tokens": 12032, + "output_tokens": 402, + "total_tokens": 17895, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9559.05, + "sql_execution_elapsed_ms_total": 41.98, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_88031f95a0063980/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_88031f95a0063980/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_88031f95a0063980/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0b7fe9fbdbeca30a956eef9fc0e74c7a882e4c51 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_88031f95a0063980/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:29:55.019844+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 9559.05, "started_at": "2026-05-19T15:29:45.459179+00:00", "ended_at": "2026-05-19T15:29:55.018267+00:00", "prompt_metrics": {"chars": 16323, "bytes_utf8": 16323, "lines": 612, "estimated_tokens": null}, "response_metrics": {"chars": 517, "bytes_utf8": 517, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17493, "cached_input_tokens": 12032, "output_tokens": 402, "reasoning_output_tokens": 266}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"a6\\\", COUNT(DISTINCT \\\"a6\\\") AS distinct_entities\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a6\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 10;\",\"notes\":\"Applied the required template with \\\"group_col\\\" = \\\"a6\\\" and \\\"entity_col\\\" = \\\"a6\\\". Because the grouped column and distinct-counted column are the same, each non-NULL group will typically have distinct_entities = 1, so this mostly reveals the set of \\\"a6\\\" categories rather than richer coverage differences.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_88031f95a0063980/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_88031f95a0063980/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..bcf42274750e8de77e4ca6bcb5d093a14dad08bf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_88031f95a0063980/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_88031f95a0063980", + "api_calls": 0, + "input_tokens": 17493, + "cached_input_tokens": 12032, + "output_tokens": 402, + "total_tokens": 17895, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9559.05, + "sql_execution_elapsed_ms_total": 41.98, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_88031f95a0063980/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_895e170f543ac6a7/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_895e170f543ac6a7/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1170705163974d7ea48a56dd27b3e28eb78323c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_895e170f543ac6a7/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16324, "bytes_utf8": 16324, "lines": 612, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 443, "bytes_utf8": 443, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17493, "cached_input_tokens": 12032, "output_tokens": 349, "reasoning_output_tokens": 227}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_895e170f543ac6a7/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_895e170f543ac6a7/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0e602b91d09bf60d7b62f5dc27a98fa39b842200 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_895e170f543ac6a7/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_895e170f543ac6a7", + "api_calls": 0, + "input_tokens": 17493, + "cached_input_tokens": 12032, + "output_tokens": 349, + "total_tokens": 17842, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8785.96, + "sql_execution_elapsed_ms_total": 25.3, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_895e170f543ac6a7/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_895e170f543ac6a7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_895e170f543ac6a7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fcbae9f0ab331f08e72a61345667323c77f4dc7d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_895e170f543ac6a7/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:28:43.289238+00:00", + "ended_at": "2026-05-19T15:28:52.075221+00:00", + "elapsed_ms": 8785.96, + "prompt_metrics": { + "chars": 16324, + "bytes_utf8": 16324, + "lines": 612, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 806, + "bytes_utf8": 806, + "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": 443, + "bytes_utf8": 443, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17493, + "cached_input_tokens": 12032, + "output_tokens": 349, + "reasoning_output_tokens": 227 + } + }, + "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_c/c11/artifacts/v2q_c11_895e170f543ac6a7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_895e170f543ac6a7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..852c0af24af7148e52826852f5a3256237e0f745 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_895e170f543ac6a7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,612 @@ +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: c11 +- dataset_name: Connect 4 +- table_name: c11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 42 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 67557 +- important_fields: +- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1. +- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2. +- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3. +- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4. +- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5. +- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6. +- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1. +- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2. +- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3. +- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4. +- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5. +- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6. +- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1. +- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2. +- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3. +- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4. +- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5. +- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6. +- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1. +- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2. +- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3. +- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4. +- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5. +- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6. +- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1. +- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2. +- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3. +- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4. +- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5. +- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6. +- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1. +- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2. +- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3. +- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4. +- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5. +- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6. +- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1. +- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2. +- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3. +- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4. +- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5. +- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/26/connect-4 + +SQLite schema snapshot: +{ + "table_name": "c11", + "quoted_table_name": "\"c11\"", + "row_count": 67557, + "columns": [ + { + "name": "a1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "o", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "o", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "o", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "o", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "o", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c11", + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=a3.", + "planned_template_id": "tpl_clickbench_group_distinct_topk", + "bindings": { + "group_col": "a3", + "entity_col": "a3", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_895e170f543ac6a7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_895e170f543ac6a7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..09357d9478d4e12949c0db192383ebc387432190 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_895e170f543ac6a7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40da-8612-7dd3-a821-6e4f09ece1cb"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"a3\\\", COUNT(DISTINCT \\\"a3\\\") AS \\\"distinct_entities\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a3\\\"\\nORDER BY \\\"distinct_entities\\\" DESC\\nLIMIT 12;\",\"notes\":\"Used the provided template with fixed bindings group_col=\\\"a3\\\", entity_col=\\\"a3\\\", and top_k=12. Because the grouped column and distinct-counted column are the same, each non-NULL group will typically have distinct_entities = 1.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17493,"cached_input_tokens":12032,"output_tokens":349,"reasoning_output_tokens":227}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_895e170f543ac6a7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_895e170f543ac6a7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..aa39698a25a5da1f382d1219aeb6147349fa5a8d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_895e170f543ac6a7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"a3\", COUNT(DISTINCT \"a3\") AS \"distinct_entities\"\nFROM \"c11\"\nGROUP BY \"a3\"\nORDER BY \"distinct_entities\" DESC\nLIMIT 12;","notes":"Used the provided template with fixed bindings group_col=\"a3\", entity_col=\"a3\", and top_k=12. Because the grouped column and distinct-counted column are the same, each non-NULL group will typically have distinct_entities = 1."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_895e170f543ac6a7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_895e170f543ac6a7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_8daf0636c08b4c04/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_8daf0636c08b4c04/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8cb228af3c3c0a0dd7eb232dde3513df3238a1c6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_8daf0636c08b4c04/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=g6, condition_col=g6. +Result preview: [{"g6": "o", "condition_ratio": 0.0}, {"g6": "b", "condition_ratio": null}, {"g6": "x", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_8daf0636c08b4c04/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_8daf0636c08b4c04/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..379cace74a1099f4434fcab59b86e309e0145444 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_8daf0636c08b4c04/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: c11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c11_8daf0636c08b4c04 +-- problem_id: v2p_c11_5f8531f8306cc987 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "g6", + SUM(CASE WHEN "g6" = 'b' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "g6" = 'o' THEN 1 ELSE 0 END) AS denominator_count + FROM "c11" + GROUP BY "g6" +) +SELECT "g6", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_8daf0636c08b4c04/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_8daf0636c08b4c04/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3f70427aa494237cbb53a28189a5282f982ff792 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_8daf0636c08b4c04/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"g6\",\n SUM(CASE WHEN \"g6\" = 'b' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"g6\" = 'o' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c11\"\n GROUP BY \"g6\"\n)\nSELECT \"g6\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"g6\\\",\\n SUM(CASE WHEN \\\"g6\\\" = 'b' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"g6\\\" = 'o' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c11\\\"\\n GROUP BY \\\"g6\\\"\\n)\\nSELECT \\\"g6\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"g6\", \"condition_ratio\"], \"rows\": [{\"g6\": \"o\", \"condition_ratio\": 0.0}, {\"g6\": \"b\", \"condition_ratio\": null}, {\"g6\": \"x\", \"condition_ratio\": null}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 46.21}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_8daf0636c08b4c04/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_8daf0636c08b4c04/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..022598e349722c47ac249758652a21e1848e9c6a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_8daf0636c08b4c04/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "c11", + "started_at": "2026-05-19T15:37:20.882779+00:00", + "ended_at": "2026-05-19T15:37:31.786273+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c11_8daf0636c08b4c04", + "problem_id": "v2p_c11_5f8531f8306cc987", + "dataset_id": "c11", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=g6, condition_col=g6.", + "bindings": { + "group_col": "g6", + "condition_col": "g6", + "condition_value": "b", + "positive_value": "b", + "negative_value": "o", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=41" + ], + "template_selection_mode": "rule", + "selected_template_rank": 4, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/sql/v2q_c11_8daf0636c08b4c04.sql", + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_8daf0636c08b4c04", + "api_calls": 0, + "input_tokens": 17676, + "cached_input_tokens": 16768, + "output_tokens": 497, + "total_tokens": 18173, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10849.02, + "sql_execution_elapsed_ms_total": 46.21, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_8daf0636c08b4c04/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_8daf0636c08b4c04/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_8daf0636c08b4c04/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..079357e03d26bbabf8b3fd0dc38a92d1e2d5f9de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_8daf0636c08b4c04/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:37:31.737860+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10849.02, "started_at": "2026-05-19T15:37:20.887329+00:00", "ended_at": "2026-05-19T15:37:31.736383+00:00", "prompt_metrics": {"chars": 17008, "bytes_utf8": 17008, "lines": 615, "estimated_tokens": null}, "response_metrics": {"chars": 717, "bytes_utf8": 717, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17676, "cached_input_tokens": 16768, "output_tokens": 497, "reasoning_output_tokens": 299}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"g6\\\",\\n SUM(CASE WHEN \\\"g6\\\" = 'b' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"g6\\\" = 'o' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c11\\\"\\n GROUP BY \\\"g6\\\"\\n)\\nSELECT \\\"g6\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the planned template with group_col=\\\"g6\\\" and condition_col=\\\"g6\\\", using positive_value='b' and negative_value='o'. Because the grouping and condition columns are the same, some groups will have a zero denominator, producing NULL ratios via NULLIF.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_8daf0636c08b4c04/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_8daf0636c08b4c04/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b60d00d7f69f3cbe3ecf6bb7229c28db86617994 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_8daf0636c08b4c04/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_8daf0636c08b4c04", + "api_calls": 0, + "input_tokens": 17676, + "cached_input_tokens": 16768, + "output_tokens": 497, + "total_tokens": 18173, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10849.02, + "sql_execution_elapsed_ms_total": 46.21, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_8daf0636c08b4c04/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_91fd887423d4e124/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_91fd887423d4e124/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1897d347cfddbea8e5cf97fa43d2ea3988f68d50 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_91fd887423d4e124/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=c6. +Result preview: [{"c6": "b", "row_count": 67044}, {"c6": "o", "row_count": 360}, {"c6": "x", "row_count": 153}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_91fd887423d4e124/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_91fd887423d4e124/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d9736ec22a8c24479a13b0e5bf66f75aeb7712d4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_91fd887423d4e124/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: c11 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c11_91fd887423d4e124 +-- problem_id: v2p_c11_8f96792bbc66a02e +-- realization_mode: agent +-- source_kind: agent +SELECT "c6", COUNT(*) AS "row_count" +FROM "c11" +GROUP BY "c6" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_91fd887423d4e124/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_91fd887423d4e124/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cec5e98fa7b7545ad3b14b40a81d1eab9ac52a66 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_91fd887423d4e124/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"c6\", COUNT(*) AS \"row_count\"\nFROM \"c11\"\nGROUP BY \"c6\"\nORDER BY \"row_count\" DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"c6\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"c6\\\"\\nORDER BY \\\"row_count\\\" DESC;\", \"columns\": [\"c6\", \"row_count\"], \"rows\": [{\"c6\": \"b\", \"row_count\": 67044}, {\"c6\": \"o\", \"row_count\": 360}, {\"c6\": \"x\", \"row_count\": 153}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 17.88}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_91fd887423d4e124/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_91fd887423d4e124/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0b4d8f3a1a15d05d5e743be929fe50186a36695a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_91fd887423d4e124/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "c11", + "started_at": "2026-05-19T15:31:46.606358+00:00", + "ended_at": "2026-05-19T15:31:55.923569+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c11_91fd887423d4e124", + "problem_id": "v2p_c11_8f96792bbc66a02e", + "dataset_id": "c11", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=c6.", + "bindings": { + "group_col": "c6", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=17" + ], + "template_selection_mode": "rule", + "selected_template_rank": 2, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/sql/v2q_c11_91fd887423d4e124.sql", + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_91fd887423d4e124", + "api_calls": 0, + "input_tokens": 17441, + "cached_input_tokens": 12032, + "output_tokens": 397, + "total_tokens": 17838, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9293.62, + "sql_execution_elapsed_ms_total": 17.88, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_91fd887423d4e124/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_91fd887423d4e124/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_91fd887423d4e124/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7dd77386b750d0844709849f08ad8559462fc474 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_91fd887423d4e124/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:31:55.904343+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 9293.62, "started_at": "2026-05-19T15:31:46.609884+00:00", "ended_at": "2026-05-19T15:31:55.903535+00:00", "prompt_metrics": {"chars": 16124, "bytes_utf8": 16124, "lines": 610, "estimated_tokens": null}, "response_metrics": {"chars": 281, "bytes_utf8": 281, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17441, "cached_input_tokens": 12032, "output_tokens": 397, "reasoning_output_tokens": 312}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"c6\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"c6\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Applies the provided Grouped Count by Category template with group_col bound to \\\"c6\\\" on the single table \\\"c11\\\".\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_91fd887423d4e124/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_91fd887423d4e124/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8ceeac446727973cf3d4498238c0e24f973dc3f1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_91fd887423d4e124/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_91fd887423d4e124", + "api_calls": 0, + "input_tokens": 17441, + "cached_input_tokens": 12032, + "output_tokens": 397, + "total_tokens": 17838, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9293.62, + "sql_execution_elapsed_ms_total": 17.88, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_91fd887423d4e124/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9280271faebab30c/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9280271faebab30c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a2fe5084a9cb85e6911bec234a726da9ed6c28dd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9280271faebab30c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=e6, condition_col=e6. +Result preview: [{"e6": "o", "condition_rate": 1.0}, {"e6": "x", "condition_rate": 0.0}, {"e6": "b", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9280271faebab30c/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9280271faebab30c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0ec932768218d8a03b4ac4d1fae07765e60b3048 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9280271faebab30c/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: c11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c11_9280271faebab30c +-- problem_id: v2p_c11_51175ed205feddbb +-- realization_mode: agent +-- source_kind: agent +SELECT "e6", + AVG(CASE WHEN "e6" = 'o' THEN 1 ELSE 0 END) AS condition_rate +FROM "c11" +GROUP BY "e6" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9280271faebab30c/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9280271faebab30c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..888cf3aa5fdf9146aac07dd52f15f159f4f5f71b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9280271faebab30c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"e6\",\n AVG(CASE WHEN \"e6\" = 'o' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c11\"\nGROUP BY \"e6\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"e6\\\",\\n AVG(CASE WHEN \\\"e6\\\" = 'o' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c11\\\"\\nGROUP BY \\\"e6\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"e6\", \"condition_rate\"], \"rows\": [{\"e6\": \"o\", \"condition_rate\": 1.0}, {\"e6\": \"x\", \"condition_rate\": 0.0}, {\"e6\": \"b\", \"condition_rate\": 0.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 20.65}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9280271faebab30c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9280271faebab30c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7e669feb6c776afc7b047fae009613d05cff01b7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9280271faebab30c/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "c11", + "started_at": "2026-05-19T15:35:08.483281+00:00", + "ended_at": "2026-05-19T15:35:16.407270+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c11_9280271faebab30c", + "problem_id": "v2p_c11_51175ed205feddbb", + "dataset_id": "c11", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=e6, condition_col=e6.", + "bindings": { + "group_col": "e6", + "condition_col": "e6", + "condition_value": "o", + "positive_value": "b", + "negative_value": "o", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=29" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/sql/v2q_c11_9280271faebab30c.sql", + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_9280271faebab30c", + "api_calls": 0, + "input_tokens": 17529, + "cached_input_tokens": 16768, + "output_tokens": 283, + "total_tokens": 17812, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7895.99, + "sql_execution_elapsed_ms_total": 20.65, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9280271faebab30c/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9280271faebab30c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9280271faebab30c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..88e8219a42e0dc2cc894c1e7a33eb812a9c8ef15 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9280271faebab30c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:35:16.385207+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 7895.99, "started_at": "2026-05-19T15:35:08.488300+00:00", "ended_at": "2026-05-19T15:35:16.384320+00:00", "prompt_metrics": {"chars": 16446, "bytes_utf8": 16446, "lines": 615, "estimated_tokens": null}, "response_metrics": {"chars": 507, "bytes_utf8": 507, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17529, "cached_input_tokens": 16768, "output_tokens": 283, "reasoning_output_tokens": 144}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"e6\\\",\\n AVG(CASE WHEN \\\"e6\\\" = 'o' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c11\\\"\\nGROUP BY \\\"e6\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the required Grouped Condition Rate template with group_col and condition_col both bound to \\\"e6\\\" and condition_value fixed to 'o'. Because the grouping column and condition column are the same, each group's rate is deterministic: 1 for the 'o' group and 0 for all other non-null groups.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9280271faebab30c/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9280271faebab30c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..13d5c90d4597afbed726df0f6b1c55a442eb9ead --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9280271faebab30c/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_9280271faebab30c", + "api_calls": 0, + "input_tokens": 17529, + "cached_input_tokens": 16768, + "output_tokens": 283, + "total_tokens": 17812, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7895.99, + "sql_execution_elapsed_ms_total": 20.65, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9280271faebab30c/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_932b360ec2a70625/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_932b360ec2a70625/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..802b4ed71162b3e4af9cbbdf9c198a9dc14e0b3e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_932b360ec2a70625/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16493, "bytes_utf8": 16493, "lines": 615, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 427, "bytes_utf8": 427, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17567, "cached_input_tokens": 16768, "output_tokens": 385, "reasoning_output_tokens": 257}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_932b360ec2a70625/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_932b360ec2a70625/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..82efc47be6dc31669075b4045621a383667f3739 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_932b360ec2a70625/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_932b360ec2a70625", + "api_calls": 0, + "input_tokens": 17567, + "cached_input_tokens": 16768, + "output_tokens": 385, + "total_tokens": 17952, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10163.24, + "sql_execution_elapsed_ms_total": 54.85, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_932b360ec2a70625/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_932b360ec2a70625/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_932b360ec2a70625/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..65bf0558a619a41220f7ee8caf6220df17f6470c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_932b360ec2a70625/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:52:21.176417+00:00", + "ended_at": "2026-05-19T15:52:31.339685+00:00", + "elapsed_ms": 10163.24, + "prompt_metrics": { + "chars": 16493, + "bytes_utf8": 16493, + "lines": 615, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 802, + "bytes_utf8": 802, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 427, + "bytes_utf8": 427, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17567, + "cached_input_tokens": 16768, + "output_tokens": 385, + "reasoning_output_tokens": 257 + } + }, + "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_c/c11/artifacts/v2q_c11_932b360ec2a70625/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_932b360ec2a70625/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a030b9dfa0d1ea81b74f329eaf3458d81a5a8ef0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_932b360ec2a70625/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,615 @@ +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: c11 +- dataset_name: Connect 4 +- table_name: c11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 42 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 67557 +- important_fields: +- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1. +- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2. +- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3. +- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4. +- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5. +- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6. +- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1. +- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2. +- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3. +- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4. +- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5. +- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6. +- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1. +- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2. +- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3. +- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4. +- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5. +- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6. +- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1. +- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2. +- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3. +- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4. +- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5. +- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6. +- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1. +- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2. +- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3. +- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4. +- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5. +- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6. +- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1. +- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2. +- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3. +- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4. +- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5. +- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6. +- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1. +- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2. +- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3. +- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4. +- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5. +- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/26/connect-4 + +SQLite schema snapshot: +{ + "table_name": "c11", + "quoted_table_name": "\"c11\"", + "row_count": 67557, + "columns": [ + { + "name": "a1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "o", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "o", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "o", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "o", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "o", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c11", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=a3, group_col_2=d6, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "a3", + "group_col_2": "d6", + "target_col": "class", + "target_value": "loss", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_932b360ec2a70625/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_932b360ec2a70625/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..118cb7891d83ff4062afb91bf5cd8d718308c203 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_932b360ec2a70625/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f0-28d8-74f2-92c1-5100546383e5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"a3\\\", \\\"d6\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'loss' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a3\\\", \\\"d6\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Instantiated the Two-Axis Target Rate Surface template with group_col=\\\"a3\\\", group_col_2=\\\"d6\\\", target_col=\\\"class\\\", and target_value='loss' using SQLite-compatible conditional averaging.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17567,"cached_input_tokens":16768,"output_tokens":385,"reasoning_output_tokens":257}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_932b360ec2a70625/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_932b360ec2a70625/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..494cd6b72a28b0d21e087c184711f447666f4528 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_932b360ec2a70625/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"a3\", \"d6\",\n AVG(CASE WHEN \"class\" = 'loss' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c11\"\nGROUP BY \"a3\", \"d6\"\nORDER BY \"target_rate\" DESC;","notes":"Instantiated the Two-Axis Target Rate Surface template with group_col=\"a3\", group_col_2=\"d6\", target_col=\"class\", and target_value='loss' using SQLite-compatible conditional averaging."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_932b360ec2a70625/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_932b360ec2a70625/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_937864dc269215eb/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_937864dc269215eb/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..17531668c31289fad36d37f7fef452443ad6219f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_937864dc269215eb/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16313, "bytes_utf8": 16313, "lines": 612, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 323, "bytes_utf8": 323, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17508, "cached_input_tokens": 16768, "output_tokens": 288, "reasoning_output_tokens": 189}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_937864dc269215eb/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_937864dc269215eb/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..cd4ac0e6441531088bf72c2303379e7769d5f853 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_937864dc269215eb/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_937864dc269215eb", + "api_calls": 0, + "input_tokens": 17508, + "cached_input_tokens": 16768, + "output_tokens": 288, + "total_tokens": 17796, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7902.46, + "sql_execution_elapsed_ms_total": 62.79, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_937864dc269215eb/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_937864dc269215eb/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_937864dc269215eb/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c388f3986c2af48011af716484bd81ce9396c404 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_937864dc269215eb/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:56:56.830840+00:00", + "ended_at": "2026-05-19T15:57:04.733322+00:00", + "elapsed_ms": 7902.46, + "prompt_metrics": { + "chars": 16313, + "bytes_utf8": 16313, + "lines": 612, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 690, + "bytes_utf8": 690, + "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": 323, + "bytes_utf8": 323, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17508, + "cached_input_tokens": 16768, + "output_tokens": 288, + "reasoning_output_tokens": 189 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_937864dc269215eb/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_937864dc269215eb/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..425a0012ea591c7a18da6f1db936136b1080f865 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_937864dc269215eb/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,612 @@ +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: c11 +- dataset_name: Connect 4 +- table_name: c11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 42 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 67557 +- important_fields: +- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1. +- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2. +- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3. +- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4. +- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5. +- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6. +- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1. +- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2. +- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3. +- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4. +- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5. +- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6. +- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1. +- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2. +- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3. +- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4. +- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5. +- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6. +- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1. +- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2. +- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3. +- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4. +- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5. +- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6. +- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1. +- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2. +- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3. +- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4. +- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5. +- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6. +- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1. +- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2. +- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3. +- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4. +- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5. +- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6. +- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1. +- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2. +- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3. +- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4. +- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5. +- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/26/connect-4 + +SQLite schema snapshot: +{ + "table_name": "c11", + "quoted_table_name": "\"c11\"", + "row_count": 67557, + "columns": [ + { + "name": "a1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "o", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "o", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "o", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "o", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "o", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c11", + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=a3, group_col_2=class.", + "planned_template_id": "tpl_clickbench_two_dimensional_topk_count", + "bindings": { + "group_col": "a3", + "group_col_2": "class", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_937864dc269215eb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_937864dc269215eb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5827e931ddc7cbb3da2b76341c58c7a250d54978 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_937864dc269215eb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-5d8b-7ce1-bea7-a8543f318fb1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"a3\\\", \\\"class\\\", COUNT(*) AS \\\"support\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a3\\\", \\\"class\\\"\\nORDER BY \\\"support\\\" DESC\\nLIMIT 12;\",\"notes\":\"Used the provided Two-Dimensional Top-k Count template with group_col=\\\"a3\\\", group_col_2=\\\"class\\\", and top_k=12.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17508,"cached_input_tokens":16768,"output_tokens":288,"reasoning_output_tokens":189}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_937864dc269215eb/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_937864dc269215eb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b6fb1e00a8845b07e10c3263f94397916875131a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_937864dc269215eb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_two_dimensional_topk_count\nSELECT \"a3\", \"class\", COUNT(*) AS \"support\"\nFROM \"c11\"\nGROUP BY \"a3\", \"class\"\nORDER BY \"support\" DESC\nLIMIT 12;","notes":"Used the provided Two-Dimensional Top-k Count template with group_col=\"a3\", group_col_2=\"class\", and top_k=12."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_937864dc269215eb/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_937864dc269215eb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_96f3df4208697aeb/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_96f3df4208697aeb/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..eef8552ef9a96f856a2f382417adbc9c46016bb2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_96f3df4208697aeb/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16370, "bytes_utf8": 16370, "lines": 612, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 378, "bytes_utf8": 378, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17546, "cached_input_tokens": 16768, "output_tokens": 319, "reasoning_output_tokens": 195}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_96f3df4208697aeb/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_96f3df4208697aeb/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d5a4c25297609300cab587e6899e0143b81aa9ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_96f3df4208697aeb/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_96f3df4208697aeb", + "api_calls": 0, + "input_tokens": 17546, + "cached_input_tokens": 16768, + "output_tokens": 319, + "total_tokens": 17865, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11151.26, + "sql_execution_elapsed_ms_total": 51.35, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_96f3df4208697aeb/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_96f3df4208697aeb/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_96f3df4208697aeb/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3858769fa8d2f80279d8a1273e91354002bdbdd7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_96f3df4208697aeb/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:45:22.808189+00:00", + "ended_at": "2026-05-19T15:45:33.959482+00:00", + "elapsed_ms": 11151.26, + "prompt_metrics": { + "chars": 16370, + "bytes_utf8": 16370, + "lines": 612, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 756, + "bytes_utf8": 756, + "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": 378, + "bytes_utf8": 378, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17546, + "cached_input_tokens": 16768, + "output_tokens": 319, + "reasoning_output_tokens": 195 + } + }, + "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_c/c11/artifacts/v2q_c11_96f3df4208697aeb/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_96f3df4208697aeb/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a7c3adc225c901373f5d0a459c6c748c5a62cea1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_96f3df4208697aeb/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,612 @@ +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: c11 +- dataset_name: Connect 4 +- table_name: c11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 42 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 67557 +- important_fields: +- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1. +- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2. +- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3. +- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4. +- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5. +- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6. +- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1. +- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2. +- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3. +- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4. +- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5. +- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6. +- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1. +- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2. +- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3. +- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4. +- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5. +- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6. +- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1. +- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2. +- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3. +- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4. +- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5. +- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6. +- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1. +- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2. +- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3. +- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4. +- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5. +- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6. +- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1. +- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2. +- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3. +- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4. +- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5. +- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6. +- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1. +- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2. +- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3. +- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4. +- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5. +- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/26/connect-4 + +SQLite schema snapshot: +{ + "table_name": "c11", + "quoted_table_name": "\"c11\"", + "row_count": 67557, + "columns": [ + { + "name": "a1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "o", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "o", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "o", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "o", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "o", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c11", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=a2, group_col_2=g3.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "a2", + "group_col_2": "g3", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_96f3df4208697aeb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_96f3df4208697aeb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e5eea3f9a18c4cd95cb103316232be91af74a893 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_96f3df4208697aeb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e9-c68c-7750-bd7a-fe80cbed69ab"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"a2\\\",\\n \\\"g3\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a2\\\", \\\"g3\\\"\\nORDER BY \\\"support\\\" ASC, \\\"a2\\\", \\\"g3\\\"\\nLIMIT 13;\",\"notes\":\"Applied the Pairwise Sparse Slice Count template with group_col=\\\"a2\\\", group_col_2=\\\"g3\\\", and top_k=13 to return the rarest pairwise slices by support.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17546,"cached_input_tokens":16768,"output_tokens":319,"reasoning_output_tokens":195}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_96f3df4208697aeb/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_96f3df4208697aeb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..82236af9b5b079256d0debbfc7ac1921c8b109cf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_96f3df4208697aeb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"a2\",\n \"g3\",\n COUNT(*) AS \"support\"\nFROM \"c11\"\nGROUP BY \"a2\", \"g3\"\nORDER BY \"support\" ASC, \"a2\", \"g3\"\nLIMIT 13;","notes":"Applied the Pairwise Sparse Slice Count template with group_col=\"a2\", group_col_2=\"g3\", and top_k=13 to return the rarest pairwise slices by support."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_96f3df4208697aeb/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_96f3df4208697aeb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_96fce748860ea160/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_96fce748860ea160/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..dd3e3bccc3140281849fb86c7d9af166b6199ca7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_96fce748860ea160/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=f3, condition_col=f3. +Result preview: [{"f3": "x", "condition_rate": 1.0}, {"f3": "o", "condition_rate": 0.0}, {"f3": "b", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_96fce748860ea160/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_96fce748860ea160/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2d992c7ca1e25c725e59400f1988f94f9450c1e1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_96fce748860ea160/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: c11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c11_96fce748860ea160 +-- problem_id: v2p_c11_8642ca08b29bb543 +-- realization_mode: agent +-- source_kind: agent +SELECT "f3", + AVG(CASE WHEN "f3" = 'x' THEN 1 ELSE 0 END) AS condition_rate +FROM "c11" +GROUP BY "f3" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_96fce748860ea160/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_96fce748860ea160/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3ecd99a2edba4717bc25a345749e2df249a480de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_96fce748860ea160/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"f3\",\n AVG(CASE WHEN \"f3\" = 'x' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c11\"\nGROUP BY \"f3\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"f3\\\",\\n AVG(CASE WHEN \\\"f3\\\" = 'x' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c11\\\"\\nGROUP BY \\\"f3\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"f3\", \"condition_rate\"], \"rows\": [{\"f3\": \"x\", \"condition_rate\": 1.0}, {\"f3\": \"o\", \"condition_rate\": 0.0}, {\"f3\": \"b\", \"condition_rate\": 0.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 40.88}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_96fce748860ea160/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_96fce748860ea160/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b923bbcc14257fe282ef00a1481a6a5badcd22f8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_96fce748860ea160/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "c11", + "started_at": "2026-05-19T15:36:09.692385+00:00", + "ended_at": "2026-05-19T15:36:18.258976+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c11_96fce748860ea160", + "problem_id": "v2p_c11_8642ca08b29bb543", + "dataset_id": "c11", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=f3, condition_col=f3.", + "bindings": { + "group_col": "f3", + "condition_col": "f3", + "condition_value": "x", + "positive_value": "b", + "negative_value": "x", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=32" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/sql/v2q_c11_96fce748860ea160.sql", + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_96fce748860ea160", + "api_calls": 0, + "input_tokens": 17528, + "cached_input_tokens": 12032, + "output_tokens": 279, + "total_tokens": 17807, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8517.22, + "sql_execution_elapsed_ms_total": 40.88, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_96fce748860ea160/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_96fce748860ea160/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_96fce748860ea160/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b49f3f4fdfe903d001ff31c3fdf7919b5dbf4802 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_96fce748860ea160/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:36:18.216124+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 8517.22, "started_at": "2026-05-19T15:36:09.697539+00:00", "ended_at": "2026-05-19T15:36:18.214797+00:00", "prompt_metrics": {"chars": 16450, "bytes_utf8": 16450, "lines": 615, "estimated_tokens": null}, "response_metrics": {"chars": 464, "bytes_utf8": 464, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17528, "cached_input_tokens": 12032, "output_tokens": 279, "reasoning_output_tokens": 149}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"f3\\\",\\n AVG(CASE WHEN \\\"f3\\\" = 'x' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c11\\\"\\nGROUP BY \\\"f3\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with group_col=\\\"f3\\\", condition_col=\\\"f3\\\", and condition_value='x'. Because the grouping and condition columns are the same, this measures the share of rows equal to 'x' within each \\\"f3\\\" category.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_96fce748860ea160/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_96fce748860ea160/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..683eb472f1001cd09a21c0f4595b7b32355b0abb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_96fce748860ea160/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_96fce748860ea160", + "api_calls": 0, + "input_tokens": 17528, + "cached_input_tokens": 12032, + "output_tokens": 279, + "total_tokens": 17807, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8517.22, + "sql_execution_elapsed_ms_total": 40.88, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_96fce748860ea160/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9759d2ed9cfaad2b/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9759d2ed9cfaad2b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7abec95fa11b48652d227ebb02c128d0dc820e63 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9759d2ed9cfaad2b/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_9759d2ed9cfaad2b", + "api_calls": 0, + "input_tokens": 17548, + "cached_input_tokens": 16768, + "output_tokens": 293, + "total_tokens": 17841, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11379.57, + "sql_execution_elapsed_ms_total": 13.74, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9759d2ed9cfaad2b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9759d2ed9cfaad2b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9759d2ed9cfaad2b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..782ec17301090b1ffe0a1227a67288b286dc038d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9759d2ed9cfaad2b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:58:22.616817+00:00", + "ended_at": "2026-05-19T15:58:25.548900+00:00", + "elapsed_ms": 2932.06, + "returncode": 1, + "prompt_metrics": { + "chars": 16531, + "bytes_utf8": 16531, + "lines": 616, + "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_c/c11/artifacts/v2q_c11_9759d2ed9cfaad2b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9759d2ed9cfaad2b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e693dd3ab31d4c57ed047ad4480d7c75dd3bf0e8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9759d2ed9cfaad2b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,616 @@ +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: c11 +- dataset_name: Connect 4 +- table_name: c11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 42 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 67557 +- important_fields: +- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1. +- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2. +- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3. +- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4. +- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5. +- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6. +- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1. +- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2. +- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3. +- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4. +- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5. +- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6. +- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1. +- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2. +- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3. +- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4. +- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5. +- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6. +- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1. +- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2. +- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3. +- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4. +- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5. +- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6. +- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1. +- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2. +- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3. +- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4. +- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5. +- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6. +- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1. +- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2. +- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3. +- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4. +- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5. +- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6. +- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1. +- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2. +- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3. +- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4. +- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5. +- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/26/connect-4 + +SQLite schema snapshot: +{ + "table_name": "c11", + "quoted_table_name": "\"c11\"", + "row_count": 67557, + "columns": [ + { + "name": "a1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "o", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "o", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "o", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "o", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "o", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c11", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=a6.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "a6", + "predicate_col": "a6", + "predicate_op": "=", + "predicate_value": "x", + "entity_col": "a6", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9759d2ed9cfaad2b/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9759d2ed9cfaad2b/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e693dd3ab31d4c57ed047ad4480d7c75dd3bf0e8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9759d2ed9cfaad2b/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,616 @@ +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: c11 +- dataset_name: Connect 4 +- table_name: c11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 42 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 67557 +- important_fields: +- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1. +- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2. +- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3. +- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4. +- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5. +- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6. +- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1. +- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2. +- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3. +- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4. +- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5. +- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6. +- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1. +- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2. +- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3. +- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4. +- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5. +- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6. +- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1. +- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2. +- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3. +- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4. +- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5. +- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6. +- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1. +- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2. +- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3. +- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4. +- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5. +- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6. +- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1. +- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2. +- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3. +- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4. +- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5. +- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6. +- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1. +- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2. +- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3. +- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4. +- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5. +- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/26/connect-4 + +SQLite schema snapshot: +{ + "table_name": "c11", + "quoted_table_name": "\"c11\"", + "row_count": 67557, + "columns": [ + { + "name": "a1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "o", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "o", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "o", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "o", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "o", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c11", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=a6.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "a6", + "predicate_col": "a6", + "predicate_op": "=", + "predicate_value": "x", + "entity_col": "a6", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9759d2ed9cfaad2b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9759d2ed9cfaad2b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..01e7b0f6801f5bba7beeab0b1fb5dd1bae5fa97c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9759d2ed9cfaad2b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-acb3-7f51-99b1-6e75f425e946"} +{"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_c/c11/artifacts/v2q_c11_9759d2ed9cfaad2b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9759d2ed9cfaad2b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3c4cf3431ba516eedc00e8d913aabcc0d1748ac5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9759d2ed9cfaad2b/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-acb3-7f51-99b1-6e75f425e946"} +{"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_c/c11/artifacts/v2q_c11_9759d2ed9cfaad2b/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9759d2ed9cfaad2b/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..96164c5f01c3826a6cc521e7012e6671cbe79540 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9759d2ed9cfaad2b/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-bc01-71a3-9401-7f86949f6972"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"a6\\\", COUNT(DISTINCT \\\"a6\\\") AS distinct_entities\\nFROM \\\"c11\\\"\\nWHERE \\\"a6\\\" = 'x'\\nGROUP BY \\\"a6\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 14;\",\"notes\":\"Used the requested template and fixed bindings exactly as provided: group_col=\\\"a6\\\", entity_col=\\\"a6\\\", predicate_col=\\\"a6\\\", predicate_op=\\\"=\\\", predicate_value='x', top_k=14.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17548,"cached_input_tokens":16768,"output_tokens":293,"reasoning_output_tokens":173}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9759d2ed9cfaad2b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9759d2ed9cfaad2b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9dac910d889b3a07/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9dac910d889b3a07/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2db3a12ced333a29fdad3a74ac083d98066e74a2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9dac910d889b3a07/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=e6. +Result preview: [{"e6": "b", "support": 1228}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9dac910d889b3a07/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9dac910d889b3a07/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..330629e1a1dfc8c6be013e40c42ce5a63cc479d3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9dac910d889b3a07/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: c11 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c11_9dac910d889b3a07 +-- problem_id: v2p_c11_7112e240e33e6653 +-- realization_mode: agent +-- source_kind: agent +SELECT "e6", COUNT(*) AS "support" +FROM "c11" +WHERE "f4" = 'x' +GROUP BY "e6" +ORDER BY "support" DESC +LIMIT 15; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9dac910d889b3a07/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9dac910d889b3a07/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ab0e0951fc74414f078dc170c3a70241583543f6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9dac910d889b3a07/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"e6\", COUNT(*) AS \"support\"\nFROM \"c11\"\nWHERE \"f4\" = 'x'\nGROUP BY \"e6\"\nORDER BY \"support\" DESC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"e6\\\", COUNT(*) AS \\\"support\\\"\\nFROM \\\"c11\\\"\\nWHERE \\\"f4\\\" = 'x'\\nGROUP BY \\\"e6\\\"\\nORDER BY \\\"support\\\" DESC\\nLIMIT 15;\", \"columns\": [\"e6\", \"support\"], \"rows\": [{\"e6\": \"b\", \"support\": 1228}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 13.79}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9dac910d889b3a07/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9dac910d889b3a07/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..08ea8726a7b12eb237ab048882f4d944dfaa4979 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9dac910d889b3a07/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "c11", + "started_at": "2026-05-19T15:56:05.677827+00:00", + "ended_at": "2026-05-19T15:56:15.339106+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c11_9dac910d889b3a07", + "problem_id": "v2p_c11_7112e240e33e6653", + "dataset_id": "c11", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=e6.", + "bindings": { + "group_col": "e6", + "predicate_col": "f4", + "predicate_op": "=", + "predicate_value": "x", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=115" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/sql/v2q_c11_9dac910d889b3a07.sql", + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_9dac910d889b3a07", + "api_calls": 0, + "input_tokens": 17514, + "cached_input_tokens": 12032, + "output_tokens": 327, + "total_tokens": 17841, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9637.65, + "sql_execution_elapsed_ms_total": 13.79, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9dac910d889b3a07/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9dac910d889b3a07/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9dac910d889b3a07/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2007c76d7ff68dc7111cb3c8a89f805ebd997ef9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9dac910d889b3a07/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:56:15.323449+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 9637.65, "started_at": "2026-05-19T15:56:05.684738+00:00", "ended_at": "2026-05-19T15:56:15.322428+00:00", "prompt_metrics": {"chars": 16394, "bytes_utf8": 16394, "lines": 614, "estimated_tokens": null}, "response_metrics": {"chars": 305, "bytes_utf8": 305, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17514, "cached_input_tokens": 12032, "output_tokens": 327, "reasoning_output_tokens": 227}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"e6\\\", COUNT(*) AS \\\"support\\\"\\nFROM \\\"c11\\\"\\nWHERE \\\"f4\\\" = 'x'\\nGROUP BY \\\"e6\\\"\\nORDER BY \\\"support\\\" DESC\\nLIMIT 15;\",\"notes\":\"Instantiated the Filtered Top-k Group Count template with group_col \\\"e6\\\" and filter \\\"f4\\\" = 'x'.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9dac910d889b3a07/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9dac910d889b3a07/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..abb200bc89e49b7d7a2d7748591d42256178714b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9dac910d889b3a07/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_9dac910d889b3a07", + "api_calls": 0, + "input_tokens": 17514, + "cached_input_tokens": 12032, + "output_tokens": 327, + "total_tokens": 17841, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9637.65, + "sql_execution_elapsed_ms_total": 13.79, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9dac910d889b3a07/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9eb7504697fe0b59/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9eb7504697fe0b59/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ff67b08268507d5881aea252c40272cb4f1b6bbd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9eb7504697fe0b59/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "c11", + "started_at": "2026-05-19T15:42:43.381301+00:00", + "ended_at": "2026-05-19T15:43:03.784601+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c11_9eb7504697fe0b59", + "problem_id": "v2p_c11_91758b0212d3cf4a", + "dataset_id": "c11", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=a2, group_col_2=f3.", + "bindings": { + "group_col": "a2", + "group_col_2": "f3", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=72" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/sql/v2q_c11_9eb7504697fe0b59.sql", + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_9eb7504697fe0b59", + "api_calls": 0, + "input_tokens": 17546, + "cached_input_tokens": 16768, + "output_tokens": 566, + "total_tokens": 18112, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20327.52, + "sql_execution_elapsed_ms_total": 67.83, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9eb7504697fe0b59/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9eb7504697fe0b59/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9eb7504697fe0b59/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7b924d9f35d53b30a50fcb97f35fc825f559082b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9eb7504697fe0b59/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_9eb7504697fe0b59", + "api_calls": 0, + "input_tokens": 17546, + "cached_input_tokens": 16768, + "output_tokens": 566, + "total_tokens": 18112, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20327.52, + "sql_execution_elapsed_ms_total": 67.83, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9eb7504697fe0b59/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9f84551add605ba4/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9f84551add605ba4/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9c46f1d7dba4a4dde334a751c09681d1b5d03fb9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9f84551add605ba4/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16549, "bytes_utf8": 16549, "lines": 613, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 441, "bytes_utf8": 441, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17581, "cached_input_tokens": 16768, "output_tokens": 410, "reasoning_output_tokens": 265}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9f84551add605ba4/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9f84551add605ba4/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ac9871c3f712f15a0af3aabe98b023ca58108ad1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9f84551add605ba4/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_9f84551add605ba4", + "api_calls": 0, + "input_tokens": 17581, + "cached_input_tokens": 16768, + "output_tokens": 410, + "total_tokens": 17991, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11006.89, + "sql_execution_elapsed_ms_total": 49.63, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9f84551add605ba4/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9f84551add605ba4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9f84551add605ba4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e3df378599ef5fd99246e19dbf159a1b83ec05e1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9f84551add605ba4/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:46:25.231968+00:00", + "ended_at": "2026-05-19T15:46:36.238901+00:00", + "elapsed_ms": 11006.89, + "prompt_metrics": { + "chars": 16549, + "bytes_utf8": 16549, + "lines": 613, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 816, + "bytes_utf8": 816, + "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": 441, + "bytes_utf8": 441, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17581, + "cached_input_tokens": 16768, + "output_tokens": 410, + "reasoning_output_tokens": 265 + } + }, + "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_c/c11/artifacts/v2q_c11_9f84551add605ba4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9f84551add605ba4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c8e399d2f46b69355a3b7f999d44c7a4996a76c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9f84551add605ba4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,613 @@ +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: c11 +- dataset_name: Connect 4 +- table_name: c11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 42 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 67557 +- important_fields: +- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1. +- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2. +- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3. +- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4. +- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5. +- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6. +- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1. +- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2. +- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3. +- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4. +- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5. +- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6. +- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1. +- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2. +- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3. +- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4. +- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5. +- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6. +- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1. +- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2. +- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3. +- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4. +- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5. +- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6. +- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1. +- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2. +- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3. +- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4. +- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5. +- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6. +- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1. +- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2. +- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3. +- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4. +- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5. +- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6. +- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1. +- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2. +- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3. +- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4. +- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5. +- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/26/connect-4 + +SQLite schema snapshot: +{ + "table_name": "c11", + "quoted_table_name": "\"c11\"", + "row_count": 67557, + "columns": [ + { + "name": "a1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "o", + "c3": "b", + "c4": "b", + "c5": "b", 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+ "b1": "o", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "o", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "o", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c11", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=a1, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "a1", + "target_col": "class", + "target_value": "draw", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9f84551add605ba4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9f84551add605ba4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..03e829ae396d0995449d32972f9b440b2b1f06e2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9f84551add605ba4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ea-ba65-7020-8953-0715bae70802"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"a1\\\",\\n COUNT(*) AS \\\"support\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'draw' THEN 1 ELSE 0 END) AS \\\"focus_rate\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a1\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY \\\"focus_rate\\\" DESC, \\\"support\\\" ASC\\nLIMIT 11;\",\"notes\":\"Applies the Tail Target-Rate Extremes template with group_col=\\\"a1\\\", target_col=\\\"class\\\", target_value='draw', min_support=5, and top_k=11.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17581,"cached_input_tokens":16768,"output_tokens":410,"reasoning_output_tokens":265}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9f84551add605ba4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9f84551add605ba4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..69f2ae35e897ddb0f15027c0e2ee3e7eb36d863f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9f84551add605ba4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"a1\",\n COUNT(*) AS \"support\",\n AVG(CASE WHEN \"class\" = 'draw' THEN 1 ELSE 0 END) AS \"focus_rate\"\nFROM \"c11\"\nGROUP BY \"a1\"\nHAVING COUNT(*) >= 5\nORDER BY \"focus_rate\" DESC, \"support\" ASC\nLIMIT 11;","notes":"Applies the Tail Target-Rate Extremes template with group_col=\"a1\", target_col=\"class\", target_value='draw', min_support=5, and top_k=11."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9f84551add605ba4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9f84551add605ba4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a0046819f4a16778/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a0046819f4a16778/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..df0f1169e8a62c3a4f7e0ca0bb10a97acdfbef88 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a0046819f4a16778/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=a1. +Result preview: [{"a1": "x", "distinct_entities": 1}, {"a1": "o", "distinct_entities": 1}, {"a1": "b", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a0046819f4a16778/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a0046819f4a16778/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8b1e6acdc7f2dd740d816355bd0ab389671925ae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a0046819f4a16778/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: c11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c11_a0046819f4a16778 +-- problem_id: v2p_c11_9ba4fe8d12b2c48d +-- realization_mode: agent +-- source_kind: agent +SELECT "a1", COUNT(DISTINCT "a1") AS distinct_entities +FROM "c11" +GROUP BY "a1" +ORDER BY distinct_entities DESC +LIMIT 15; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a0046819f4a16778/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a0046819f4a16778/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..46a7a934c5d080945da525dbbb1ce70cc6f9ddab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a0046819f4a16778/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"a1\", COUNT(DISTINCT \"a1\") AS distinct_entities\nFROM \"c11\"\nGROUP BY \"a1\"\nORDER BY distinct_entities DESC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"a1\\\", COUNT(DISTINCT \\\"a1\\\") AS distinct_entities\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a1\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 15;\", \"columns\": [\"a1\", \"distinct_entities\"], \"rows\": [{\"a1\": \"x\", \"distinct_entities\": 1}, {\"a1\": \"o\", \"distinct_entities\": 1}, {\"a1\": \"b\", \"distinct_entities\": 1}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 38.22}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a0046819f4a16778/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a0046819f4a16778/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e3836281e166eb8136b2aed8af136bd995116ac5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a0046819f4a16778/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "c11", + "started_at": "2026-05-19T15:28:27.678603+00:00", + "ended_at": "2026-05-19T15:28:34.584743+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c11_a0046819f4a16778", + "problem_id": "v2p_c11_9ba4fe8d12b2c48d", + "dataset_id": "c11", + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=a1.", + "bindings": { + "group_col": "a1", + "entity_col": "a1", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=0" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/sql/v2q_c11_a0046819f4a16778.sql", + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_a0046819f4a16778", + "api_calls": 0, + "input_tokens": 17493, + "cached_input_tokens": 12032, + "output_tokens": 211, + "total_tokens": 17704, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 6860.87, + "sql_execution_elapsed_ms_total": 38.22, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a0046819f4a16778/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a0046819f4a16778/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a0046819f4a16778/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cd088d3937acec3df2b8973f8780d2c375b080b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a0046819f4a16778/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:28:34.544472+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 6860.87, "started_at": "2026-05-19T15:28:27.682348+00:00", "ended_at": "2026-05-19T15:28:34.543258+00:00", "prompt_metrics": {"chars": 16325, "bytes_utf8": 16325, "lines": 612, "estimated_tokens": null}, "response_metrics": {"chars": 338, "bytes_utf8": 338, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17493, "cached_input_tokens": 12032, "output_tokens": 211, "reasoning_output_tokens": 115}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"a1\\\", COUNT(DISTINCT \\\"a1\\\") AS distinct_entities\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a1\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 15;\",\"notes\":\"Applied the provided Top-k Groups by Distinct Entity Coverage template with group_col=\\\"a1\\\" and entity_col=\\\"a1\\\" exactly as bound.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a0046819f4a16778/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a0046819f4a16778/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..359473b0c6c25a1b07bd055fba0c4ecb5d9326e9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a0046819f4a16778/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_a0046819f4a16778", + "api_calls": 0, + "input_tokens": 17493, + "cached_input_tokens": 12032, + "output_tokens": 211, + "total_tokens": 17704, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 6860.87, + "sql_execution_elapsed_ms_total": 38.22, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a0046819f4a16778/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a00f9dc81000cd32/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a00f9dc81000cd32/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2a557b5ee803636849b4a97247a688dec8e6202f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a00f9dc81000cd32/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=a3, group_col_2=d3, target_col=class. +Result preview: [{"a3": "x", "d3": "o", "target_rate": 0.5}, {"a3": "b", "d3": "o", "target_rate": 0.45098473113520693}, {"a3": "o", "d3": "o", "target_rate": 0.39901477832512317}, {"a3": "x", "d3": "b", "target_rate": 0.2513484358144552}, {"a3": "b", "d3": "b", "target_rate": 0.23640005168626438}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a00f9dc81000cd32/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a00f9dc81000cd32/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9c2d5dd8e0f7e348c3af6fedfdd5b886a0f287b0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a00f9dc81000cd32/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: c11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c11_a00f9dc81000cd32 +-- problem_id: v2p_c11_e4e3221c7e8699dd +-- realization_mode: agent +-- source_kind: agent +SELECT "a3", "d3", + AVG(CASE WHEN "class" = 'loss' THEN 1 ELSE 0 END) AS target_rate +FROM "c11" +GROUP BY "a3", "d3" +ORDER BY target_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a00f9dc81000cd32/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a00f9dc81000cd32/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3311701b34074b192aadd0ff5e8dc4ae2ffcadf0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a00f9dc81000cd32/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"a3\", \"d3\",\n AVG(CASE WHEN \"class\" = 'loss' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c11\"\nGROUP BY \"a3\", \"d3\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"a3\\\", \\\"d3\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'loss' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a3\\\", \\\"d3\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"a3\", \"d3\", \"target_rate\"], \"rows\": [{\"a3\": \"x\", \"d3\": \"o\", \"target_rate\": 0.5}, {\"a3\": \"b\", \"d3\": \"o\", \"target_rate\": 0.45098473113520693}, {\"a3\": \"o\", \"d3\": \"o\", \"target_rate\": 0.39901477832512317}, {\"a3\": \"x\", \"d3\": \"b\", \"target_rate\": 0.2513484358144552}, {\"a3\": \"b\", \"d3\": \"b\", \"target_rate\": 0.23640005168626438}, {\"a3\": \"x\", \"d3\": \"x\", \"target_rate\": 0.23163841807909605}, {\"a3\": \"o\", \"d3\": \"b\", \"target_rate\": 0.2090443686006826}, {\"a3\": \"o\", \"d3\": \"x\", \"target_rate\": 0.18396226415094338}, {\"a3\": \"b\", \"d3\": \"x\", \"target_rate\": 0.16689497716894977}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 50.13}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a00f9dc81000cd32/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a00f9dc81000cd32/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..97d91c769f86abec6953c3a0ed8eab68a98dce66 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a00f9dc81000cd32/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "c11", + "started_at": "2026-05-19T15:51:16.859245+00:00", + "ended_at": "2026-05-19T15:51:29.553932+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c11_a00f9dc81000cd32", + "problem_id": "v2p_c11_e4e3221c7e8699dd", + "dataset_id": "c11", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=a3, group_col_2=d3, target_col=class.", + "bindings": { + "group_col": "a3", + "group_col_2": "d3", + "target_col": "class", + "target_value": "loss", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=100" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/sql/v2q_c11_a00f9dc81000cd32.sql", + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_a00f9dc81000cd32", + "api_calls": 0, + "input_tokens": 17568, + "cached_input_tokens": 16768, + "output_tokens": 332, + "total_tokens": 17900, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12638.87, + "sql_execution_elapsed_ms_total": 50.13, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a00f9dc81000cd32/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a00f9dc81000cd32/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a00f9dc81000cd32/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3573ec6986fa18e8536d954737a66e3dfb61429f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a00f9dc81000cd32/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:51:29.502416+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12638.87, "started_at": "2026-05-19T15:51:16.862749+00:00", "ended_at": "2026-05-19T15:51:29.501649+00:00", "prompt_metrics": {"chars": 16508, "bytes_utf8": 16508, "lines": 615, "estimated_tokens": null}, "response_metrics": {"chars": 420, "bytes_utf8": 420, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17568, "cached_input_tokens": 16768, "output_tokens": 332, "reasoning_output_tokens": 203}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"a3\\\", \\\"d3\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'loss' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a3\\\", \\\"d3\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Applied the provided Two-Axis Target Rate Surface template with fixed bindings group_col=\\\"a3\\\", group_col_2=\\\"d3\\\", target_col=\\\"class\\\", and target_value='loss' on the single table \\\"c11\\\".\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a00f9dc81000cd32/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a00f9dc81000cd32/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7ca59f9433a96118205ff4ed54c85ba460a8245d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a00f9dc81000cd32/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_a00f9dc81000cd32", + "api_calls": 0, + "input_tokens": 17568, + "cached_input_tokens": 16768, + "output_tokens": 332, + "total_tokens": 17900, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12638.87, + "sql_execution_elapsed_ms_total": 50.13, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a00f9dc81000cd32/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a0759e0f3d0919ce/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a0759e0f3d0919ce/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e94bc6278d30fd0224e661df2d1b23a02ed99860 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a0759e0f3d0919ce/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=a4. +Result preview: [{"a4": "x", "distinct_entities": 1}, {"a4": "o", "distinct_entities": 1}, {"a4": "b", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a0759e0f3d0919ce/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a0759e0f3d0919ce/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..378abce92149fc292b226aa7728780a02751e909 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a0759e0f3d0919ce/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: c11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c11_a0759e0f3d0919ce +-- problem_id: v2p_c11_4e3f167b69c03366 +-- realization_mode: agent +-- source_kind: agent +SELECT "a4", COUNT(DISTINCT "a4") AS distinct_entities +FROM "c11" +GROUP BY "a4" +ORDER BY distinct_entities DESC +LIMIT 13; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a0759e0f3d0919ce/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a0759e0f3d0919ce/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..19e74425924a4568e300be292c29ef1b03492311 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a0759e0f3d0919ce/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"a4\", COUNT(DISTINCT \"a4\") AS distinct_entities\nFROM \"c11\"\nGROUP BY \"a4\"\nORDER BY distinct_entities DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"a4\\\", COUNT(DISTINCT \\\"a4\\\") AS distinct_entities\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a4\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 13;\", \"columns\": [\"a4\", \"distinct_entities\"], \"rows\": [{\"a4\": \"x\", \"distinct_entities\": 1}, {\"a4\": \"o\", \"distinct_entities\": 1}, {\"a4\": \"b\", \"distinct_entities\": 1}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 43.08}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a0759e0f3d0919ce/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a0759e0f3d0919ce/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8cf80e209db5478d5ad9072b5a31abe85a84100b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a0759e0f3d0919ce/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "c11", + "started_at": "2026-05-19T15:29:09.890605+00:00", + "ended_at": "2026-05-19T15:29:18.695470+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c11_a0759e0f3d0919ce", + "problem_id": "v2p_c11_4e3f167b69c03366", + "dataset_id": "c11", + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=a4.", + "bindings": { + "group_col": "a4", + "entity_col": "a4", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=3" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/sql/v2q_c11_a0759e0f3d0919ce.sql", + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_a0759e0f3d0919ce", + "api_calls": 0, + "input_tokens": 17493, + "cached_input_tokens": 12032, + "output_tokens": 318, + "total_tokens": 17811, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8754.03, + "sql_execution_elapsed_ms_total": 43.08, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a0759e0f3d0919ce/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a0759e0f3d0919ce/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a0759e0f3d0919ce/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..556ea7c11e84fda397c1b54cc7718c56133d1829 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a0759e0f3d0919ce/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:29:18.650127+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 8754.03, "started_at": "2026-05-19T15:29:09.894503+00:00", "ended_at": "2026-05-19T15:29:18.648565+00:00", "prompt_metrics": {"chars": 16323, "bytes_utf8": 16323, "lines": 612, "estimated_tokens": null}, "response_metrics": {"chars": 464, "bytes_utf8": 464, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17493, "cached_input_tokens": 12032, "output_tokens": 318, "reasoning_output_tokens": 190}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"a4\\\", COUNT(DISTINCT \\\"a4\\\") AS distinct_entities\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a4\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 13;\",\"notes\":\"Applied the required template with group_col=\\\"a4\\\" and entity_col=\\\"a4\\\" on the single table \\\"c11\\\". Because the grouped column and distinct-counted column are the same, each non-NULL group will have distinct_entities = 1, while a NULL group would yield 0.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a0759e0f3d0919ce/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a0759e0f3d0919ce/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..badfa794980ba27773c3e28c53365b4b17ee7958 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a0759e0f3d0919ce/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_a0759e0f3d0919ce", + "api_calls": 0, + "input_tokens": 17493, + "cached_input_tokens": 12032, + "output_tokens": 318, + "total_tokens": 17811, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8754.03, + "sql_execution_elapsed_ms_total": 43.08, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a0759e0f3d0919ce/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a3f8ed2f18719563/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a3f8ed2f18719563/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..05f1d2bf4530656d5c46e30fd17ab4063a50099b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a3f8ed2f18719563/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=a5. +Result preview: [{"a5": "x", "distinct_entities": 1}, {"a5": "o", "distinct_entities": 1}, {"a5": "b", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a3f8ed2f18719563/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a3f8ed2f18719563/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0f1b100198abfda0b7f5e6bb45ad07f8a5ad567e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a3f8ed2f18719563/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: c11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c11_a3f8ed2f18719563 +-- problem_id: v2p_c11_b0fc4766e4d869c0 +-- realization_mode: agent +-- source_kind: agent +SELECT "a5", COUNT(DISTINCT "a5") AS "distinct_entities" +FROM "c11" +GROUP BY "a5" +ORDER BY "distinct_entities" DESC +LIMIT 19; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a3f8ed2f18719563/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a3f8ed2f18719563/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a7cf65dd94416c967b310ab8f00115092f0eb5ad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a3f8ed2f18719563/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"a5\", COUNT(DISTINCT \"a5\") AS \"distinct_entities\"\nFROM \"c11\"\nGROUP BY \"a5\"\nORDER BY \"distinct_entities\" DESC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"a5\\\", COUNT(DISTINCT \\\"a5\\\") AS \\\"distinct_entities\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a5\\\"\\nORDER BY \\\"distinct_entities\\\" DESC\\nLIMIT 19;\", \"columns\": [\"a5\", \"distinct_entities\"], \"rows\": [{\"a5\": \"x\", \"distinct_entities\": 1}, {\"a5\": \"o\", \"distinct_entities\": 1}, {\"a5\": \"b\", \"distinct_entities\": 1}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 41.67}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a3f8ed2f18719563/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a3f8ed2f18719563/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b9f6c4c6df246c758a37ba02a965908827332848 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a3f8ed2f18719563/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "c11", + "started_at": "2026-05-19T15:29:30.500229+00:00", + "ended_at": "2026-05-19T15:29:45.453118+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c11_a3f8ed2f18719563", + "problem_id": "v2p_c11_b0fc4766e4d869c0", + "dataset_id": "c11", + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=a5.", + "bindings": { + "group_col": "a5", + "entity_col": "a5", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=4" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/sql/v2q_c11_a3f8ed2f18719563.sql", + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_a3f8ed2f18719563", + "api_calls": 0, + "input_tokens": 17493, + "cached_input_tokens": 12032, + "output_tokens": 385, + "total_tokens": 17878, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14902.17, + "sql_execution_elapsed_ms_total": 41.67, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a3f8ed2f18719563/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a3f8ed2f18719563/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a3f8ed2f18719563/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0cf0f0653d27baf01ec4f06963e3543ae52964ce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a3f8ed2f18719563/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:29:45.409132+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14902.17, "started_at": "2026-05-19T15:29:30.505236+00:00", "ended_at": "2026-05-19T15:29:45.407444+00:00", "prompt_metrics": {"chars": 16325, "bytes_utf8": 16325, "lines": 612, "estimated_tokens": null}, "response_metrics": {"chars": 460, "bytes_utf8": 460, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17493, "cached_input_tokens": 12032, "output_tokens": 385, "reasoning_output_tokens": 258}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"a5\\\", COUNT(DISTINCT \\\"a5\\\") AS \\\"distinct_entities\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a5\\\"\\nORDER BY \\\"distinct_entities\\\" DESC\\nLIMIT 19;\",\"notes\":\"Applied the required template with bound roles group_col=\\\"a5\\\" and entity_col=\\\"a5\\\" on the single table \\\"c11\\\". Because the grouped column and distinct-counted column are the same, each non-NULL group will typically have a distinct count of 1.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a3f8ed2f18719563/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a3f8ed2f18719563/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..19915cb5be0fec8dacaf7d848c3a82d9570c279c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a3f8ed2f18719563/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_a3f8ed2f18719563", + "api_calls": 0, + "input_tokens": 17493, + "cached_input_tokens": 12032, + "output_tokens": 385, + "total_tokens": 17878, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14902.17, + "sql_execution_elapsed_ms_total": 41.67, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a3f8ed2f18719563/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a4ab6ea19ccc417f/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a4ab6ea19ccc417f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..176bdae6dfd3cfe21d81765dc0a6942dfa31fe7b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a4ab6ea19ccc417f/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16124, "bytes_utf8": 16124, "lines": 610, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 309, "bytes_utf8": 309, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17441, "cached_input_tokens": 12032, "output_tokens": 238, "reasoning_output_tokens": 149}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a4ab6ea19ccc417f/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a4ab6ea19ccc417f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7283f5b5b897600233507a57e7d95c7c8d4f9e94 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a4ab6ea19ccc417f/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_a4ab6ea19ccc417f", + "api_calls": 0, + "input_tokens": 17441, + "cached_input_tokens": 12032, + "output_tokens": 238, + "total_tokens": 17679, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12919.81, + "sql_execution_elapsed_ms_total": 20.44, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a4ab6ea19ccc417f/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a4ab6ea19ccc417f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a4ab6ea19ccc417f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cb309f3d81d18ee10151d0ca0e0e52c1380123a6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a4ab6ea19ccc417f/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:32:20.752227+00:00", + "ended_at": "2026-05-19T15:32:33.672064+00:00", + "elapsed_ms": 12919.81, + "prompt_metrics": { + "chars": 16124, + "bytes_utf8": 16124, + "lines": 610, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 996, + "bytes_utf8": 996, + "lines": 5, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 309, + "bytes_utf8": 309, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17441, + "cached_input_tokens": 12032, + "output_tokens": 238, + "reasoning_output_tokens": 149 + } + }, + "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_c/c11/artifacts/v2q_c11_a4ab6ea19ccc417f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a4ab6ea19ccc417f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..689ac041728b8b4143e6c60f0537bbcfe3621905 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a4ab6ea19ccc417f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,610 @@ +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: c11 +- dataset_name: Connect 4 +- table_name: c11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 42 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 67557 +- important_fields: +- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1. +- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2. +- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3. +- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4. +- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5. +- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6. +- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1. +- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2. +- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3. +- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4. +- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5. +- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6. +- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1. +- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2. +- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3. +- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4. +- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5. +- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6. +- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1. +- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2. +- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3. +- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4. +- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5. +- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6. +- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1. +- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2. +- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3. +- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4. +- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5. +- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6. +- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1. +- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2. +- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3. +- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4. +- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5. +- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6. +- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1. +- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2. +- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3. +- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4. +- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5. +- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/26/connect-4 + +SQLite schema snapshot: +{ + "table_name": "c11", + "quoted_table_name": "\"c11\"", + "row_count": 67557, + "columns": [ + { + "name": "a1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "o", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "o", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "o", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "o", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "o", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c11", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=d2.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "d2", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a4ab6ea19ccc417f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a4ab6ea19ccc417f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..89caf7f3a40bf762ce9748ce258ec5a7fb9de7c6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a4ab6ea19ccc417f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40dd-d782-7e10-8a33-107c8fdc60d2"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1990360, Requested 18076. Please try again in 253ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count.\\nSELECT \\\"d2\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"d2\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Uses the planned Grouped Count by Category template with group_col bound to \\\"d2\\\" to show the count distribution of rows across d2 subgroups.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17441,"cached_input_tokens":12032,"output_tokens":238,"reasoning_output_tokens":149}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a4ab6ea19ccc417f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a4ab6ea19ccc417f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f9a699cef4134b6085da6d1012b574a826cd1980 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a4ab6ea19ccc417f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count.\nSELECT \"d2\", COUNT(*) AS \"row_count\"\nFROM \"c11\"\nGROUP BY \"d2\"\nORDER BY \"row_count\" DESC;","notes":"Uses the planned Grouped Count by Category template with group_col bound to \"d2\" to show the count distribution of rows across d2 subgroups."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a4ab6ea19ccc417f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a4ab6ea19ccc417f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a4d92a3d29bc3306/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a4d92a3d29bc3306/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..285e956b0c97a672fb88bfb97b51f948d6b94237 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a4d92a3d29bc3306/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16124, "bytes_utf8": 16124, "lines": 610, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 284, "bytes_utf8": 284, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17441, "cached_input_tokens": 12032, "output_tokens": 225, "reasoning_output_tokens": 144}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a4d92a3d29bc3306/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a4d92a3d29bc3306/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..19ef12833abcf279dbddfcaa379dea988714ba00 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a4d92a3d29bc3306/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_a4d92a3d29bc3306", + "api_calls": 0, + "input_tokens": 17441, + "cached_input_tokens": 12032, + "output_tokens": 225, + "total_tokens": 17666, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10359.31, + "sql_execution_elapsed_ms_total": 18.19, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a4d92a3d29bc3306/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a4d92a3d29bc3306/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a4d92a3d29bc3306/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bfd102b0dc34ece39adb404d13363fe3234c3d08 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a4d92a3d29bc3306/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:31:21.931391+00:00", + "ended_at": "2026-05-19T15:31:32.290718+00:00", + "elapsed_ms": 10359.31, + "prompt_metrics": { + "chars": 16124, + "bytes_utf8": 16124, + "lines": 610, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 638, + "bytes_utf8": 638, + "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": 284, + "bytes_utf8": 284, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17441, + "cached_input_tokens": 12032, + "output_tokens": 225, + "reasoning_output_tokens": 144 + } + }, + "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_c/c11/artifacts/v2q_c11_a4d92a3d29bc3306/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a4d92a3d29bc3306/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3de3dbd47d76c70ecf2656bc95120bef757e5b5c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a4d92a3d29bc3306/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,610 @@ +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: c11 +- dataset_name: Connect 4 +- table_name: c11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 42 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 67557 +- important_fields: +- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1. +- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2. +- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3. +- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4. +- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5. +- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6. +- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1. +- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2. +- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3. +- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4. +- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5. +- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6. +- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1. +- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2. +- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3. +- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4. +- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5. +- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6. +- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1. +- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2. +- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3. +- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4. +- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5. +- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6. +- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1. +- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2. +- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3. +- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4. +- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5. +- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6. +- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1. +- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2. +- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3. +- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4. +- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5. +- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6. +- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1. +- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2. +- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3. +- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4. +- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5. +- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/26/connect-4 + +SQLite schema snapshot: +{ + "table_name": "c11", + "quoted_table_name": "\"c11\"", + "row_count": 67557, + "columns": [ + { + "name": "a1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "o", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "o", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "o", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "o", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "o", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c11", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=c4.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "c4", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a4d92a3d29bc3306/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a4d92a3d29bc3306/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9a2df88b6679f5aeaa4b1cfb54864e8b4f674119 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a4d92a3d29bc3306/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40dc-f1df-76e3-9d31-4bbd811f7749"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"c4\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"c4\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Uses the planned grouped-count template with group_col bound to \\\"c4\\\" to inspect the count distribution of subgroups.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17441,"cached_input_tokens":12032,"output_tokens":225,"reasoning_output_tokens":144}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a4d92a3d29bc3306/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a4d92a3d29bc3306/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ce246f1ed82033722e76ba96da5c8ea990b36658 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a4d92a3d29bc3306/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"c4\", COUNT(*) AS \"row_count\"\nFROM \"c11\"\nGROUP BY \"c4\"\nORDER BY \"row_count\" DESC;","notes":"Uses the planned grouped-count template with group_col bound to \"c4\" to inspect the count distribution of subgroups."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a4d92a3d29bc3306/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a4d92a3d29bc3306/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a5c15fda203a7e70/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a5c15fda203a7e70/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8aee6ba5624b9afaa6f3f3965bee311d6038a37a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a5c15fda203a7e70/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=g2, condition_col=g2. +Result preview: [{"g2": "o", "condition_ratio": 0.0}, {"g2": "b", "condition_ratio": null}, {"g2": "x", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a5c15fda203a7e70/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a5c15fda203a7e70/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6cc232ddc77619cf375ef6f12df12076937483b6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a5c15fda203a7e70/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: c11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c11_a5c15fda203a7e70 +-- problem_id: v2p_c11_14d50d8c1ccc2155 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "g2", + SUM(CASE WHEN "g2" = 'b' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "g2" = 'o' THEN 1 ELSE 0 END) AS denominator_count + FROM "c11" + GROUP BY "g2" +) +SELECT "g2", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a5c15fda203a7e70/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a5c15fda203a7e70/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dd8b4351412f9a96e68ae052b4c83c3d817ef420 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a5c15fda203a7e70/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"g2\",\n SUM(CASE WHEN \"g2\" = 'b' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"g2\" = 'o' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c11\"\n GROUP BY \"g2\"\n)\nSELECT \"g2\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"g2\\\",\\n SUM(CASE WHEN \\\"g2\\\" = 'b' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"g2\\\" = 'o' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c11\\\"\\n GROUP BY \\\"g2\\\"\\n)\\nSELECT \\\"g2\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"g2\", \"condition_ratio\"], \"rows\": [{\"g2\": \"o\", \"condition_ratio\": 0.0}, {\"g2\": \"b\", \"condition_ratio\": null}, {\"g2\": \"x\", \"condition_ratio\": null}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 29.23}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a5c15fda203a7e70/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a5c15fda203a7e70/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d4fb1763cebb387ff21bf6f3f4954071d1d60755 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a5c15fda203a7e70/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "c11", + "started_at": "2026-05-19T15:36:31.968270+00:00", + "ended_at": "2026-05-19T15:36:44.345220+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c11_a5c15fda203a7e70", + "problem_id": "v2p_c11_14d50d8c1ccc2155", + "dataset_id": "c11", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=g2, condition_col=g2.", + "bindings": { + "group_col": "g2", + "condition_col": "g2", + "condition_value": "b", + "positive_value": "b", + "negative_value": "o", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=37" + ], + "template_selection_mode": "rule", + "selected_template_rank": 4, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/sql/v2q_c11_a5c15fda203a7e70.sql", + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_a5c15fda203a7e70", + "api_calls": 0, + "input_tokens": 17676, + "cached_input_tokens": 12032, + "output_tokens": 652, + "total_tokens": 18328, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12341.48, + "sql_execution_elapsed_ms_total": 29.23, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a5c15fda203a7e70/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a5c15fda203a7e70/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a5c15fda203a7e70/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d71aa6cd57ac61be9238f73a6686d4d10f5fde53 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a5c15fda203a7e70/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:36:44.314535+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12341.48, "started_at": "2026-05-19T15:36:31.972169+00:00", "ended_at": "2026-05-19T15:36:44.313677+00:00", "prompt_metrics": {"chars": 17008, "bytes_utf8": 17008, "lines": 615, "estimated_tokens": null}, "response_metrics": {"chars": 725, "bytes_utf8": 725, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17676, "cached_input_tokens": 12032, "output_tokens": 652, "reasoning_output_tokens": 456}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"g2\\\",\\n SUM(CASE WHEN \\\"g2\\\" = 'b' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"g2\\\" = 'o' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c11\\\"\\n GROUP BY \\\"g2\\\"\\n)\\nSELECT \\\"g2\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Used the required grouped ratio template with both group_col and condition_col bound to \\\"g2\\\", positive_value='b', and negative_value='o'. Because the grouping and condition columns are the same, some groups can yield NULL ratios when the denominator count is zero.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a5c15fda203a7e70/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a5c15fda203a7e70/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..bcf0731eaaada4baf4c14fef47a533fcc6b867e4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a5c15fda203a7e70/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_a5c15fda203a7e70", + "api_calls": 0, + "input_tokens": 17676, + "cached_input_tokens": 12032, + "output_tokens": 652, + "total_tokens": 18328, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12341.48, + "sql_execution_elapsed_ms_total": 29.23, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a5c15fda203a7e70/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a62c38aed5fea3ac/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a62c38aed5fea3ac/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6fcc536920caad617249203fa4d62653c4525721 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a62c38aed5fea3ac/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=a3. +Result preview: [{"a3": "x", "distinct_entities": 1}, {"a3": "o", "distinct_entities": 1}, {"a3": "b", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a62c38aed5fea3ac/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a62c38aed5fea3ac/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..224f69356faefabd141b7d9fcc63f11bd121b6c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a62c38aed5fea3ac/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: c11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c11_a62c38aed5fea3ac +-- problem_id: v2p_c11_30a26bd0a6088c4b +-- realization_mode: agent +-- source_kind: agent +SELECT "a3", COUNT(DISTINCT "a3") AS distinct_entities +FROM "c11" +GROUP BY "a3" +ORDER BY distinct_entities DESC +LIMIT 17; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a62c38aed5fea3ac/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a62c38aed5fea3ac/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..181cef6ea6e458c39923eecd6b6fa6fc4a772284 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a62c38aed5fea3ac/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"a3\", COUNT(DISTINCT \"a3\") AS distinct_entities\nFROM \"c11\"\nGROUP BY \"a3\"\nORDER BY distinct_entities DESC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"a3\\\", COUNT(DISTINCT \\\"a3\\\") AS distinct_entities\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a3\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 17;\", \"columns\": [\"a3\", \"distinct_entities\"], \"rows\": [{\"a3\": \"x\", \"distinct_entities\": 1}, {\"a3\": \"o\", \"distinct_entities\": 1}, {\"a3\": \"b\", \"distinct_entities\": 1}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 21.84}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a62c38aed5fea3ac/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a62c38aed5fea3ac/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f99daebf96460079e29a603129ca8238f203b931 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a62c38aed5fea3ac/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "c11", + "started_at": "2026-05-19T15:28:52.103503+00:00", + "ended_at": "2026-05-19T15:29:09.890029+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c11_a62c38aed5fea3ac", + "problem_id": "v2p_c11_30a26bd0a6088c4b", + "dataset_id": "c11", + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=a3.", + "bindings": { + "group_col": "a3", + "entity_col": "a3", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=2" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/sql/v2q_c11_a62c38aed5fea3ac.sql", + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_a62c38aed5fea3ac", + "api_calls": 0, + "input_tokens": 17493, + "cached_input_tokens": 12032, + "output_tokens": 307, + "total_tokens": 17800, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17757.94, + "sql_execution_elapsed_ms_total": 21.84, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a62c38aed5fea3ac/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a62c38aed5fea3ac/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a62c38aed5fea3ac/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..78d970faac2a65aff6c8e714157ab6df24c7480d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a62c38aed5fea3ac/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:29:09.866686+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 17757.94, "started_at": "2026-05-19T15:28:52.107803+00:00", "ended_at": "2026-05-19T15:29:09.865770+00:00", "prompt_metrics": {"chars": 16325, "bytes_utf8": 16325, "lines": 612, "estimated_tokens": null}, "response_metrics": {"chars": 415, "bytes_utf8": 415, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17493, "cached_input_tokens": 12032, "output_tokens": 307, "reasoning_output_tokens": 194}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"a3\\\", COUNT(DISTINCT \\\"a3\\\") AS distinct_entities\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a3\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 17;\",\"notes\":\"Used the required template with group_col=\\\"a3\\\" and entity_col=\\\"a3\\\" exactly as bound. Because the grouped column and distinct entity column are the same, each non-NULL group will have distinct_entities = 1.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a62c38aed5fea3ac/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a62c38aed5fea3ac/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..66816b589dafcdc41f11ad6e7cddfda5ace3b46d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a62c38aed5fea3ac/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_a62c38aed5fea3ac", + "api_calls": 0, + "input_tokens": 17493, + "cached_input_tokens": 12032, + "output_tokens": 307, + "total_tokens": 17800, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17757.94, + "sql_execution_elapsed_ms_total": 21.84, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a62c38aed5fea3ac/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a84d224f7c09b930/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a84d224f7c09b930/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..331a7ab5a08961649bead92e8f7b46ba46b3aefe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a84d224f7c09b930/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=d2. +Result preview: [{"d2": "o", "support": 10287}, {"d2": "x", "support": 10337}, {"d2": "b", "support": 46933}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a84d224f7c09b930/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a84d224f7c09b930/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c935964d74ea577f3b99eebac096ab4bc02c4bd7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a84d224f7c09b930/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: c11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c11_a84d224f7c09b930 +-- problem_id: v2p_c11_1a60c9959ac23f72 +-- realization_mode: agent +-- source_kind: agent +SELECT + "d2", + COUNT(*) AS support +FROM "c11" +GROUP BY "d2" +ORDER BY support ASC, "d2" +LIMIT 17; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a84d224f7c09b930/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a84d224f7c09b930/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f661a797db9582cbc2c7e86a4211d6c7b00b04e4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a84d224f7c09b930/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"d2\",\n COUNT(*) AS support\nFROM \"c11\"\nGROUP BY \"d2\"\nORDER BY support ASC, \"d2\"\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"d2\\\",\\n COUNT(*) AS support\\nFROM \\\"c11\\\"\\nGROUP BY \\\"d2\\\"\\nORDER BY support ASC, \\\"d2\\\"\\nLIMIT 17;\", \"columns\": [\"d2\", \"support\"], \"rows\": [{\"d2\": \"o\", \"support\": 10287}, {\"d2\": \"x\", \"support\": 10337}, {\"d2\": \"b\", \"support\": 46933}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 24.57}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a84d224f7c09b930/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a84d224f7c09b930/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1a5a6917250e0699cf322c72a73ba79d19cda1ef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a84d224f7c09b930/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "c11", + "started_at": "2026-05-19T15:40:42.631573+00:00", + "ended_at": "2026-05-19T15:40:50.513005+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c11_a84d224f7c09b930", + "problem_id": "v2p_c11_1a60c9959ac23f72", + "dataset_id": "c11", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=d2.", + "bindings": { + "group_col": "d2", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=62" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/sql/v2q_c11_a84d224f7c09b930.sql", + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_a84d224f7c09b930", + "api_calls": 0, + "input_tokens": 17477, + "cached_input_tokens": 12032, + "output_tokens": 282, + "total_tokens": 17759, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7848.47, + "sql_execution_elapsed_ms_total": 24.57, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a84d224f7c09b930/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a84d224f7c09b930/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a84d224f7c09b930/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3b5d84b91f99b172c90b77b5c99f02cab3e12a66 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a84d224f7c09b930/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:40:50.486162+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 7848.47, "started_at": "2026-05-19T15:40:42.636698+00:00", "ended_at": "2026-05-19T15:40:50.485197+00:00", "prompt_metrics": {"chars": 16206, "bytes_utf8": 16206, "lines": 610, "estimated_tokens": null}, "response_metrics": {"chars": 267, "bytes_utf8": 267, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17477, "cached_input_tokens": 12032, "output_tokens": 282, "reasoning_output_tokens": 196}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"d2\\\",\\n COUNT(*) AS support\\nFROM \\\"c11\\\"\\nGROUP BY \\\"d2\\\"\\nORDER BY support ASC, \\\"d2\\\"\\nLIMIT 17;\",\"notes\":\"Applied the planned Low-Support Group Count template on \\\"d2\\\" with LIMIT 17.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a84d224f7c09b930/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a84d224f7c09b930/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a15386a36a486e7aa6c97c7ae36c1633eb350be6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a84d224f7c09b930/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_a84d224f7c09b930", + "api_calls": 0, + "input_tokens": 17477, + "cached_input_tokens": 12032, + "output_tokens": 282, + "total_tokens": 17759, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7848.47, + "sql_execution_elapsed_ms_total": 24.57, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a84d224f7c09b930/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_aa40ade0f8e603ce/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_aa40ade0f8e603ce/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..18002f8c42feb00b08548f69f218e0e0703e188b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_aa40ade0f8e603ce/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16204, "bytes_utf8": 16204, "lines": 610, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 291, "bytes_utf8": 291, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17476, "cached_input_tokens": 16768, "output_tokens": 213, "reasoning_output_tokens": 120}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_aa40ade0f8e603ce/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_aa40ade0f8e603ce/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f3fbaac5eb1d34d41e85c01f2e4d130fd17a382c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_aa40ade0f8e603ce/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_aa40ade0f8e603ce", + "api_calls": 0, + "input_tokens": 17476, + "cached_input_tokens": 16768, + "output_tokens": 213, + "total_tokens": 17689, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9852.19, + "sql_execution_elapsed_ms_total": 42.51, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_aa40ade0f8e603ce/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_aa40ade0f8e603ce/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_aa40ade0f8e603ce/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..90350ea2dd9c65ffe35226adb7d60300f3d965ff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_aa40ade0f8e603ce/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:42:21.530461+00:00", + "ended_at": "2026-05-19T15:42:31.382678+00:00", + "elapsed_ms": 9852.19, + "prompt_metrics": { + "chars": 16204, + "bytes_utf8": 16204, + "lines": 610, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 644, + "bytes_utf8": 644, + "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": 291, + "bytes_utf8": 291, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17476, + "cached_input_tokens": 16768, + "output_tokens": 213, + "reasoning_output_tokens": 120 + } + }, + "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_c/c11/artifacts/v2q_c11_aa40ade0f8e603ce/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_aa40ade0f8e603ce/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5bd38e4a5d54d5dd0127a10c3510e954fdbfe387 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_aa40ade0f8e603ce/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,610 @@ +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: c11 +- dataset_name: Connect 4 +- table_name: c11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 42 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 67557 +- important_fields: +- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1. +- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2. +- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3. +- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4. +- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5. +- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6. +- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1. +- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2. +- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3. +- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4. +- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5. +- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6. +- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1. +- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2. +- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3. +- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4. +- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5. +- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6. +- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1. +- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2. +- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3. +- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4. +- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5. +- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6. +- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1. +- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2. +- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3. +- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4. +- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5. +- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6. +- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1. +- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2. +- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3. +- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4. +- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5. +- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6. +- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1. +- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2. +- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3. +- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4. +- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5. +- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/26/connect-4 + +SQLite schema snapshot: +{ + "table_name": "c11", + "quoted_table_name": "\"c11\"", + "row_count": 67557, + "columns": [ + { + "name": "a1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "o", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "o", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "o", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "o", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "o", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + } + ] +} + +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": "c11", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=e1.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "e1", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_aa40ade0f8e603ce/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_aa40ade0f8e603ce/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..caf784ba0e0fa9bef0a75d939f5f778a739ea185 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_aa40ade0f8e603ce/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e7-0279-7fa3-8ab1-1f774b45e0d3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"e1\\\",\\n COUNT(*) AS support\\nFROM \\\"c11\\\"\\nGROUP BY \\\"e1\\\"\\nORDER BY support ASC, \\\"e1\\\"\\nLIMIT 12;\",\"notes\":\"Uses the planned Low-Support Group Count template with group_col bound to \\\"e1\\\" and top_k set to 12.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17476,"cached_input_tokens":16768,"output_tokens":213,"reasoning_output_tokens":120}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_aa40ade0f8e603ce/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_aa40ade0f8e603ce/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..454562de39cf649999574a315cae977fb694b5ae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_aa40ade0f8e603ce/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"e1\",\n COUNT(*) AS support\nFROM \"c11\"\nGROUP BY \"e1\"\nORDER BY support ASC, \"e1\"\nLIMIT 12;","notes":"Uses the planned Low-Support Group Count template with group_col bound to \"e1\" and top_k set to 12."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_aa40ade0f8e603ce/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_aa40ade0f8e603ce/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ab161d4aacaf8599/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ab161d4aacaf8599/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4c8ae84878810960fef363319bc5e55dc6959faa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ab161d4aacaf8599/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16453, "bytes_utf8": 16453, "lines": 615, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 364, "bytes_utf8": 364, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17529, "cached_input_tokens": 12032, "output_tokens": 287, "reasoning_output_tokens": 177}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ab161d4aacaf8599/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ab161d4aacaf8599/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..446990950eba00dd16c015f07d8be97c222d5f2e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ab161d4aacaf8599/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_ab161d4aacaf8599", + "api_calls": 0, + "input_tokens": 17529, + "cached_input_tokens": 12032, + "output_tokens": 287, + "total_tokens": 17816, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11116.19, + "sql_execution_elapsed_ms_total": 37.83, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ab161d4aacaf8599/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ab161d4aacaf8599/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ab161d4aacaf8599/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..703f30077ea8c1d910a4743233157181bc078798 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ab161d4aacaf8599/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:33:43.689111+00:00", + "ended_at": "2026-05-19T15:33:54.805326+00:00", + "elapsed_ms": 11116.19, + "prompt_metrics": { + "chars": 16453, + "bytes_utf8": 16453, + "lines": 615, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 723, + "bytes_utf8": 723, + "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": 364, + "bytes_utf8": 364, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17529, + "cached_input_tokens": 12032, + "output_tokens": 287, + "reasoning_output_tokens": 177 + } + }, + "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_c/c11/artifacts/v2q_c11_ab161d4aacaf8599/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ab161d4aacaf8599/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2295afe6f8a2eda61f6f6cb466daf023d8f1b059 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ab161d4aacaf8599/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,615 @@ +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: c11 +- dataset_name: Connect 4 +- table_name: c11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 42 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 67557 +- important_fields: +- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1. +- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2. +- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3. +- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4. +- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5. +- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6. +- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1. +- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2. +- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3. +- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4. +- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5. +- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6. +- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1. +- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2. +- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3. +- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4. +- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5. +- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6. +- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1. +- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2. +- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3. +- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4. +- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5. +- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6. +- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1. +- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2. +- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3. +- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4. +- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5. +- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6. +- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1. +- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2. +- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3. +- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4. +- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5. +- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6. +- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1. +- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2. +- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3. +- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4. +- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5. +- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/26/connect-4 + +SQLite schema snapshot: +{ + "table_name": "c11", + "quoted_table_name": "\"c11\"", + "row_count": 67557, + "columns": [ + { + "name": "a1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "o", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "o", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "o", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "o", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "o", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + } + ] +} + +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": "c11", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=e3, condition_col=e3.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "e3", + "condition_col": "e3", + "condition_value": "b", + "positive_value": "b", + "negative_value": "x", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ab161d4aacaf8599/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ab161d4aacaf8599/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bd4508fa40b1fe1e5375c76e947bffa21a9431a4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ab161d4aacaf8599/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40df-1ba2-7493-b7ab-0c16fa04ee4d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"e3\\\",\\n AVG(CASE WHEN \\\"e3\\\" = 'b' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c11\\\"\\nGROUP BY \\\"e3\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the provided Grouped Condition Rate template with group_col=\\\"e3\\\", condition_col=\\\"e3\\\", and condition_value='b' on the single table \\\"c11\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17529,"cached_input_tokens":12032,"output_tokens":287,"reasoning_output_tokens":177}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ab161d4aacaf8599/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ab161d4aacaf8599/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9d35be8aabe3ee19571b9512f6925babc999b20e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ab161d4aacaf8599/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"e3\",\n AVG(CASE WHEN \"e3\" = 'b' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c11\"\nGROUP BY \"e3\"\nORDER BY condition_rate DESC;","notes":"Applied the provided Grouped Condition Rate template with group_col=\"e3\", condition_col=\"e3\", and condition_value='b' on the single table \"c11\"."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ab161d4aacaf8599/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ab161d4aacaf8599/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b0c5057333118412/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b0c5057333118412/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..683c1262b38a52c819587de9b012fc6920a6c660 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b0c5057333118412/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16324, "bytes_utf8": 16324, "lines": 612, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 346, "bytes_utf8": 346, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17493, "cached_input_tokens": 0, "output_tokens": 318, "reasoning_output_tokens": 219}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b0c5057333118412/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b0c5057333118412/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..20363b3977c845abcaa02f663b74d566fd014edf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b0c5057333118412/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_b0c5057333118412", + "api_calls": 0, + "input_tokens": 17493, + "cached_input_tokens": 0, + "output_tokens": 318, + "total_tokens": 17811, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8894.22, + "sql_execution_elapsed_ms_total": 22.43, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b0c5057333118412/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b0c5057333118412/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b0c5057333118412/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d6ccd3c65d60d7e65c14a191577263fb26338e19 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b0c5057333118412/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:28:18.758374+00:00", + "ended_at": "2026-05-19T15:28:27.652617+00:00", + "elapsed_ms": 8894.22, + "prompt_metrics": { + "chars": 16324, + "bytes_utf8": 16324, + "lines": 612, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 705, + "bytes_utf8": 705, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 346, + "bytes_utf8": 346, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17493, + "cached_input_tokens": 0, + "output_tokens": 318, + "reasoning_output_tokens": 219 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b0c5057333118412/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b0c5057333118412/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2035dc3dd818497e02e07964b5cdb3c0c0aa112a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b0c5057333118412/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,612 @@ +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: c11 +- dataset_name: Connect 4 +- table_name: c11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 42 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 67557 +- important_fields: +- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1. +- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2. +- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3. +- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4. +- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5. +- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6. +- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1. +- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2. +- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3. +- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4. +- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5. +- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6. +- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1. +- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2. +- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3. +- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4. +- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5. +- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6. +- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1. +- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2. +- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3. +- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4. +- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5. +- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6. +- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1. +- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2. +- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3. +- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4. +- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5. +- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6. +- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1. +- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2. +- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3. +- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4. +- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5. +- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6. +- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1. +- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2. +- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3. +- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4. +- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5. +- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/26/connect-4 + +SQLite schema snapshot: +{ + "table_name": "c11", + "quoted_table_name": "\"c11\"", + "row_count": 67557, + "columns": [ + { + "name": "a1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "o", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "o", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "o", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "o", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "o", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c11", + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=a1.", + "planned_template_id": "tpl_clickbench_group_distinct_topk", + "bindings": { + "group_col": "a1", + "entity_col": "a1", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b0c5057333118412/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b0c5057333118412/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a4d7734b257d9a139b39878bfb259f6831a93c3b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b0c5057333118412/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40da-2652-7ea3-adb2-b066eb4116df"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"a1\\\", COUNT(DISTINCT \\\"a1\\\") AS \\\"distinct_entities\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a1\\\"\\nORDER BY \\\"distinct_entities\\\" DESC\\nLIMIT 10;\",\"notes\":\"Applied the provided top-k distinct coverage template with both group_col and entity_col bound to \\\"a1\\\", over single table \\\"c11\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17493,"cached_input_tokens":0,"output_tokens":318,"reasoning_output_tokens":219}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b0c5057333118412/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b0c5057333118412/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5ba03398b18aa05aae92577c0fafeee7b36fa11b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b0c5057333118412/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"a1\", COUNT(DISTINCT \"a1\") AS \"distinct_entities\"\nFROM \"c11\"\nGROUP BY \"a1\"\nORDER BY \"distinct_entities\" DESC\nLIMIT 10;","notes":"Applied the provided top-k distinct coverage template with both group_col and entity_col bound to \"a1\", over single table \"c11\"."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b0c5057333118412/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b0c5057333118412/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b0ef03038c2d9bcb/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b0ef03038c2d9bcb/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ebb7654e28de93e4b36055f0c8eb1fe0977fb363 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b0ef03038c2d9bcb/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16507, "bytes_utf8": 16507, "lines": 615, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 437, "bytes_utf8": 437, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17568, "cached_input_tokens": 16768, "output_tokens": 474, "reasoning_output_tokens": 336}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b0ef03038c2d9bcb/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b0ef03038c2d9bcb/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e4af0a848e6081621ac0b2a3b26728c07aeef91d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b0ef03038c2d9bcb/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_b0ef03038c2d9bcb", + "api_calls": 0, + "input_tokens": 17568, + "cached_input_tokens": 16768, + "output_tokens": 474, + "total_tokens": 18042, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16738.49, + "sql_execution_elapsed_ms_total": 58.07, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b0ef03038c2d9bcb/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b0ef03038c2d9bcb/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b0ef03038c2d9bcb/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..708b7078a431dcd5f0ce8bfadf7429d7c4201e37 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b0ef03038c2d9bcb/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:51:57.060959+00:00", + "ended_at": "2026-05-19T15:52:13.799474+00:00", + "elapsed_ms": 16738.49, + "prompt_metrics": { + "chars": 16507, + "bytes_utf8": 16507, + "lines": 615, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1145, + "bytes_utf8": 1145, + "lines": 5, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 437, + "bytes_utf8": 437, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17568, + "cached_input_tokens": 16768, + "output_tokens": 474, + "reasoning_output_tokens": 336 + } + }, + "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_c/c11/artifacts/v2q_c11_b0ef03038c2d9bcb/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b0ef03038c2d9bcb/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e23d3a806b719c6dc7fd2f98fc6094b79ddc34aa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b0ef03038c2d9bcb/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,615 @@ +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: c11 +- dataset_name: Connect 4 +- table_name: c11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 42 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 67557 +- important_fields: +- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1. +- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2. +- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3. +- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4. +- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5. +- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6. +- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1. +- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2. +- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3. +- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4. +- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5. +- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6. +- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1. +- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2. +- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3. +- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4. +- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5. +- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6. +- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1. +- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2. +- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3. +- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4. +- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5. +- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6. +- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1. +- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2. +- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3. +- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4. +- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5. +- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6. +- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1. +- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2. +- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3. +- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4. +- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5. +- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6. +- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1. +- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2. +- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3. +- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4. +- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5. +- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/26/connect-4 + +SQLite schema snapshot: +{ + "table_name": "c11", + "quoted_table_name": "\"c11\"", + "row_count": 67557, + "columns": [ + { + "name": "a1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "o", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "o", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "o", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "o", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "o", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c11", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=a3, group_col_2=d5, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "a3", + "group_col_2": "d5", + "target_col": "class", + "target_value": "win", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b0ef03038c2d9bcb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b0ef03038c2d9bcb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..18005b08fb717ee3f0c30e1a88165d78ddbec455 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b0ef03038c2d9bcb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40ef-ca77-7de1-a906-8574731ccac1"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 18203. Please try again in 546ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"a3\\\", \\\"d5\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'win' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a3\\\", \\\"d5\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Applies the Two-Axis Target Rate Surface template using group_col=\\\"a3\\\", group_col_2=\\\"d5\\\", and target_col=\\\"class\\\", measuring the proportion of rows where class='win' for each (a3, d5) combination.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17568,"cached_input_tokens":16768,"output_tokens":474,"reasoning_output_tokens":336}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b0ef03038c2d9bcb/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b0ef03038c2d9bcb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b46da4773319f4e71819151fde4f8bb660b2235f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b0ef03038c2d9bcb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"a3\", \"d5\",\n AVG(CASE WHEN \"class\" = 'win' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c11\"\nGROUP BY \"a3\", \"d5\"\nORDER BY \"target_rate\" DESC;","notes":"Applies the Two-Axis Target Rate Surface template using group_col=\"a3\", group_col_2=\"d5\", and target_col=\"class\", measuring the proportion of rows where class='win' for each (a3, d5) combination."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b0ef03038c2d9bcb/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b0ef03038c2d9bcb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b1898389da1e08ca/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b1898389da1e08ca/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..94aa8df68b93415cb79bd2dbc25cf2a98630dd7a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b1898389da1e08ca/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16125, "bytes_utf8": 16125, "lines": 610, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 267, "bytes_utf8": 267, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17441, "cached_input_tokens": 16768, "output_tokens": 439, "reasoning_output_tokens": 357}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b1898389da1e08ca/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b1898389da1e08ca/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f6904971456b8c9e963c2bb8ec7b55103ce82de0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b1898389da1e08ca/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_b1898389da1e08ca", + "api_calls": 0, + "input_tokens": 17441, + "cached_input_tokens": 16768, + "output_tokens": 439, + "total_tokens": 17880, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 24796.21, + "sql_execution_elapsed_ms_total": 21.0, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b1898389da1e08ca/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b1898389da1e08ca/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b1898389da1e08ca/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c1f0ae0de8b0fb6bf62bb509ec8eab58a5fd95de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b1898389da1e08ca/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:31:55.927962+00:00", + "ended_at": "2026-05-19T15:32:20.724200+00:00", + "elapsed_ms": 24796.21, + "prompt_metrics": { + "chars": 16125, + "bytes_utf8": 16125, + "lines": 610, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1291, + "bytes_utf8": 1291, + "lines": 6, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 267, + "bytes_utf8": 267, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17441, + "cached_input_tokens": 16768, + "output_tokens": 439, + "reasoning_output_tokens": 357 + } + }, + "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_c/c11/artifacts/v2q_c11_b1898389da1e08ca/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b1898389da1e08ca/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b8394bcdebb820ec34399a4ab33c336229cb27b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b1898389da1e08ca/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,610 @@ +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: c11 +- dataset_name: Connect 4 +- table_name: c11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 42 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 67557 +- important_fields: +- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1. +- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2. +- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3. +- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4. +- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5. +- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6. +- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1. +- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2. +- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3. +- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4. +- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5. +- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6. +- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1. +- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2. +- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3. +- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4. +- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5. +- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6. +- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1. +- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2. +- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3. +- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4. +- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5. +- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6. +- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1. +- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2. +- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3. +- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4. +- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5. +- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6. +- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1. +- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2. +- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3. +- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4. +- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5. +- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6. +- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1. +- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2. +- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3. +- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4. +- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5. +- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/26/connect-4 + +SQLite schema snapshot: +{ + "table_name": "c11", + "quoted_table_name": "\"c11\"", + "row_count": 67557, + "columns": [ + { + "name": "a1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "o", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "o", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "o", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "o", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "o", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c11", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=d1.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "d1", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b1898389da1e08ca/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b1898389da1e08ca/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cbf81c6b86bda69cf4de89606209876005b673a5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b1898389da1e08ca/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,6 @@ +{"type":"thread.started","thread_id":"019e40dd-76ac-7202-9ae2-72d05b70f339"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1987535, Requested 18076. Please try again in 168ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 3/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1994896, Requested 18076. Please try again in 389ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count.\\nSELECT \\\"d1\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"d1\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Uses the provided grouped count template with group_col bound to \\\"d1\\\" on the single table \\\"c11\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17441,"cached_input_tokens":16768,"output_tokens":439,"reasoning_output_tokens":357}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b1898389da1e08ca/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b1898389da1e08ca/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..14c3cbaa453e7b57db56981e40f715b12c7a6184 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b1898389da1e08ca/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count.\nSELECT \"d1\", COUNT(*) AS \"row_count\"\nFROM \"c11\"\nGROUP BY \"d1\"\nORDER BY \"row_count\" DESC;","notes":"Uses the provided grouped count template with group_col bound to \"d1\" on the single table \"c11\"."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b1898389da1e08ca/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b1898389da1e08ca/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b4ed1ff66ae9e081/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b4ed1ff66ae9e081/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a205b484adca6e014030d2fbab36991e61248095 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b4ed1ff66ae9e081/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16549, "bytes_utf8": 16549, "lines": 613, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 430, "bytes_utf8": 430, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17581, "cached_input_tokens": 16768, "output_tokens": 392, "reasoning_output_tokens": 254}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b4ed1ff66ae9e081/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b4ed1ff66ae9e081/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c81e1d97ee2b587400bb241a8dfc73c6c49a9ebc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b4ed1ff66ae9e081/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_b4ed1ff66ae9e081", + "api_calls": 0, + "input_tokens": 17581, + "cached_input_tokens": 16768, + "output_tokens": 392, + "total_tokens": 17973, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8992.75, + "sql_execution_elapsed_ms_total": 34.97, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b4ed1ff66ae9e081/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b4ed1ff66ae9e081/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b4ed1ff66ae9e081/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a9685330e74e40046546bc5e5c85a9d6d027c79f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b4ed1ff66ae9e081/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:49:05.817097+00:00", + "ended_at": "2026-05-19T15:49:14.809866+00:00", + "elapsed_ms": 8992.75, + "prompt_metrics": { + "chars": 16549, + "bytes_utf8": 16549, + "lines": 613, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 789, + "bytes_utf8": 789, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 430, + "bytes_utf8": 430, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17581, + "cached_input_tokens": 16768, + "output_tokens": 392, + "reasoning_output_tokens": 254 + } + }, + "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_c/c11/artifacts/v2q_c11_b4ed1ff66ae9e081/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b4ed1ff66ae9e081/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..09ef92e28aeab4a331ebc326320bf3892e041d71 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b4ed1ff66ae9e081/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,613 @@ +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: c11 +- dataset_name: Connect 4 +- table_name: c11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 42 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 67557 +- important_fields: +- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1. +- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2. +- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3. +- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4. +- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5. +- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6. +- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1. +- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2. +- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3. +- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4. +- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5. +- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6. +- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1. +- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2. +- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3. +- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4. +- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5. +- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6. +- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1. +- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2. +- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3. +- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4. +- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5. +- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6. +- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1. +- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2. +- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3. +- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4. +- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5. +- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6. +- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1. +- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2. +- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3. +- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4. +- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5. +- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6. +- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1. +- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2. +- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3. +- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4. +- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5. +- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/26/connect-4 + +SQLite schema snapshot: +{ + "table_name": "c11", + "quoted_table_name": "\"c11\"", + "row_count": 67557, + "columns": [ + { + "name": "a1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "o", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "o", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "o", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "o", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "o", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c11", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=b1, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "b1", + "target_col": "class", + "target_value": "draw", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b4ed1ff66ae9e081/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b4ed1ff66ae9e081/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8a1c4dc3917b499b9717aef548871e7bd0372da4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b4ed1ff66ae9e081/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ed-2dac-7502-bd45-2b3170db69ad"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"b1\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'draw' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c11\\\"\\nGROUP BY \\\"b1\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 17;\",\"notes\":\"Uses the planned Tail Target-Rate Extremes template with group_col=\\\"b1\\\", target_col=\\\"class\\\", target_value='draw', min_support=4, and top_k=17.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17581,"cached_input_tokens":16768,"output_tokens":392,"reasoning_output_tokens":254}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b4ed1ff66ae9e081/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b4ed1ff66ae9e081/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..376bf8e5c788908d4df2c1368e9bcfe441f8c49c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b4ed1ff66ae9e081/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"b1\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'draw' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c11\"\nGROUP BY \"b1\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 17;","notes":"Uses the planned Tail Target-Rate Extremes template with group_col=\"b1\", target_col=\"class\", target_value='draw', min_support=4, and top_k=17."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b4ed1ff66ae9e081/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b4ed1ff66ae9e081/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b8525c444b5bd5d8/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b8525c444b5bd5d8/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..48df3ba176e0c84b6fe8f47a033ddc4b82de821b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b8525c444b5bd5d8/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16324, "bytes_utf8": 16324, "lines": 612, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 446, "bytes_utf8": 446, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17493, "cached_input_tokens": 4480, "output_tokens": 358, "reasoning_output_tokens": 235}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b8525c444b5bd5d8/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b8525c444b5bd5d8/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..949ffdd8bd78aaf6aa6d63ffdac2a7fed4df3cf9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b8525c444b5bd5d8/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_b8525c444b5bd5d8", + "api_calls": 0, + "input_tokens": 17493, + "cached_input_tokens": 4480, + "output_tokens": 358, + "total_tokens": 17851, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11757.77, + "sql_execution_elapsed_ms_total": 36.52, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b8525c444b5bd5d8/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b8525c444b5bd5d8/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b8525c444b5bd5d8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5cbb795d6e70ab1678dafdc5a6308548e766bd14 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b8525c444b5bd5d8/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:29:18.701299+00:00", + "ended_at": "2026-05-19T15:29:30.459102+00:00", + "elapsed_ms": 11757.77, + "prompt_metrics": { + "chars": 16324, + "bytes_utf8": 16324, + "lines": 612, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 812, + "bytes_utf8": 812, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 446, + "bytes_utf8": 446, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17493, + "cached_input_tokens": 4480, + "output_tokens": 358, + "reasoning_output_tokens": 235 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b8525c444b5bd5d8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b8525c444b5bd5d8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..039483ebff01493c6b3a0f634fa5da5bd30a528e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b8525c444b5bd5d8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,612 @@ +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: c11 +- dataset_name: Connect 4 +- table_name: c11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 42 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 67557 +- important_fields: +- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1. +- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2. +- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3. +- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4. +- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5. +- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6. +- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1. +- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2. +- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3. +- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4. +- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5. +- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6. +- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1. +- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2. +- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3. +- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4. +- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5. +- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6. +- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1. +- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2. +- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3. +- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4. +- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5. +- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6. +- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1. +- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2. +- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3. +- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4. +- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5. +- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6. +- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1. +- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2. +- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3. +- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4. +- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5. +- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6. +- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1. +- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2. +- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3. +- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4. +- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5. +- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/26/connect-4 + +SQLite schema snapshot: +{ + "table_name": "c11", + "quoted_table_name": "\"c11\"", + "row_count": 67557, + "columns": [ + { + "name": "a1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "o", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "o", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "o", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "o", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "o", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c11", + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=a5.", + "planned_template_id": "tpl_clickbench_group_distinct_topk", + "bindings": { + "group_col": "a5", + "entity_col": "a5", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b8525c444b5bd5d8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b8525c444b5bd5d8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..24718f5f4fe4a12eff410cf07a59cc27e3520196 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b8525c444b5bd5d8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40db-1080-75f1-b4a0-a694bc3598db"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"a5\\\", COUNT(DISTINCT \\\"a5\\\") AS \\\"distinct_entities\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a5\\\"\\nORDER BY \\\"distinct_entities\\\" DESC\\nLIMIT 14;\",\"notes\":\"Applied the required template with group_col=\\\"a5\\\" and entity_col=\\\"a5\\\" on the single table \\\"c11\\\". Because the grouped column and distinct-count column are the same, each non-NULL group will typically have distinct_entities = 1.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17493,"cached_input_tokens":4480,"output_tokens":358,"reasoning_output_tokens":235}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b8525c444b5bd5d8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b8525c444b5bd5d8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bf21127c34089c5090be9548bfce59a4417e0b27 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b8525c444b5bd5d8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"a5\", COUNT(DISTINCT \"a5\") AS \"distinct_entities\"\nFROM \"c11\"\nGROUP BY \"a5\"\nORDER BY \"distinct_entities\" DESC\nLIMIT 14;","notes":"Applied the required template with group_col=\"a5\" and entity_col=\"a5\" on the single table \"c11\". Because the grouped column and distinct-count column are the same, each non-NULL group will typically have distinct_entities = 1."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b8525c444b5bd5d8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b8525c444b5bd5d8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bc5b55fa9acfc912/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bc5b55fa9acfc912/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1ad834aea3a68b0f6deace9bfe9a665bf8980e01 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bc5b55fa9acfc912/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16306, "bytes_utf8": 16306, "lines": 612, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "status": "failed", "error": "AI CLI command failed with exit code 1: "} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 16306, "bytes_utf8": 16306, "lines": 612, "estimated_tokens": null}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 328, "bytes_utf8": 328, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17509, "cached_input_tokens": 16768, "output_tokens": 278, "reasoning_output_tokens": 174}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bc5b55fa9acfc912/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bc5b55fa9acfc912/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..08118be806260029f024dc0c59dd5d414d973392 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bc5b55fa9acfc912/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_bc5b55fa9acfc912", + "api_calls": 0, + "input_tokens": 17509, + "cached_input_tokens": 16768, + "output_tokens": 278, + "total_tokens": 17787, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12439.85, + "sql_execution_elapsed_ms_total": 56.08, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bc5b55fa9acfc912/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bc5b55fa9acfc912/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bc5b55fa9acfc912/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..34cd3bb0cbd1618e94c1139e258ab359c3783e65 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bc5b55fa9acfc912/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:57:23.286123+00:00", + "ended_at": "2026-05-19T15:57:26.769458+00:00", + "elapsed_ms": 3483.31, + "returncode": 1, + "prompt_metrics": { + "chars": 16306, + "bytes_utf8": 16306, + "lines": 612, + "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_c/c11/artifacts/v2q_c11_bc5b55fa9acfc912/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bc5b55fa9acfc912/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3f475c947b0e81f1b837ba2e4b4494eca52aa531 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bc5b55fa9acfc912/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:57:27.771123+00:00", + "ended_at": "2026-05-19T15:57:36.727693+00:00", + "elapsed_ms": 8956.54, + "prompt_metrics": { + "chars": 16306, + "bytes_utf8": 16306, + "lines": 612, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 695, + "bytes_utf8": 695, + "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": 328, + "bytes_utf8": 328, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17509, + "cached_input_tokens": 16768, + "output_tokens": 278, + "reasoning_output_tokens": 174 + } + }, + "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_c/c11/artifacts/v2q_c11_bc5b55fa9acfc912/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bc5b55fa9acfc912/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a408e656e52750e39219574b97fbcea300590f14 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bc5b55fa9acfc912/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,612 @@ +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: c11 +- dataset_name: Connect 4 +- table_name: c11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 42 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 67557 +- important_fields: +- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1. +- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2. +- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3. +- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4. +- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5. +- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6. +- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1. +- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2. +- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3. +- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4. +- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5. +- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6. +- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1. +- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2. +- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3. +- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4. +- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5. +- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6. +- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1. +- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2. +- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3. +- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4. +- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5. +- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6. +- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1. +- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2. +- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3. +- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4. +- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5. +- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6. +- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1. +- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2. +- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3. +- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4. +- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5. +- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6. +- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1. +- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2. +- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3. +- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4. +- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5. +- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/26/connect-4 + +SQLite schema snapshot: +{ + "table_name": "c11", + "quoted_table_name": "\"c11\"", + "row_count": 67557, + "columns": [ + { + "name": "a1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "o", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "o", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "o", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "o", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "o", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c11", + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=a4, group_col_2=b1.", + "planned_template_id": "tpl_clickbench_two_dimensional_topk_count", + "bindings": { + "group_col": "a4", + "group_col_2": "b1", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bc5b55fa9acfc912/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bc5b55fa9acfc912/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a408e656e52750e39219574b97fbcea300590f14 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bc5b55fa9acfc912/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,612 @@ +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: c11 +- dataset_name: Connect 4 +- table_name: c11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 42 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 67557 +- important_fields: +- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1. +- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2. +- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3. +- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4. +- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5. +- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6. +- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1. +- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2. +- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3. +- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4. +- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5. +- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6. +- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1. +- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2. +- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3. +- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4. +- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5. +- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6. +- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1. +- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2. +- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3. +- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4. +- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5. +- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6. +- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1. +- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2. +- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3. +- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4. +- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5. +- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6. +- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1. +- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2. +- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3. +- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4. +- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5. +- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6. +- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1. +- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2. +- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3. +- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4. +- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5. +- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/26/connect-4 + +SQLite schema snapshot: +{ + "table_name": "c11", + "quoted_table_name": "\"c11\"", + "row_count": 67557, + "columns": [ + { + "name": "a1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "o", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "o", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "o", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "o", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "o", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c11", + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=a4, group_col_2=b1.", + "planned_template_id": "tpl_clickbench_two_dimensional_topk_count", + "bindings": { + "group_col": "a4", + "group_col_2": "b1", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bc5b55fa9acfc912/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bc5b55fa9acfc912/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..af32a12c46dae13f836ff1a1fe16131b74a73d21 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bc5b55fa9acfc912/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-c4ea-7323-a1b2-e8dc4e92a1d0"} +{"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_c/c11/artifacts/v2q_c11_bc5b55fa9acfc912/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bc5b55fa9acfc912/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..14be94d045644d8cd33f1e049e0c9ef1e1764a0a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bc5b55fa9acfc912/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-c4ea-7323-a1b2-e8dc4e92a1d0"} +{"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_c/c11/artifacts/v2q_c11_bc5b55fa9acfc912/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bc5b55fa9acfc912/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..563b5011d94749c361647264dda3c5cf374993eb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bc5b55fa9acfc912/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-d679-7832-bc73-e555da7a35d6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"a4\\\", \\\"b1\\\", COUNT(*) AS \\\"support\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a4\\\", \\\"b1\\\"\\nORDER BY \\\"support\\\" DESC\\nLIMIT 10;\",\"notes\":\"Uses the planned Two-Dimensional Top-k Count template with fixed bindings group_col=\\\"a4\\\", group_col_2=\\\"b1\\\", and top_k=10.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17509,"cached_input_tokens":16768,"output_tokens":278,"reasoning_output_tokens":174}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bc5b55fa9acfc912/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bc5b55fa9acfc912/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..97d6683b8a07d767fe448a711bed339ce79ad909 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bc5b55fa9acfc912/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_two_dimensional_topk_count\nSELECT \"a4\", \"b1\", COUNT(*) AS \"support\"\nFROM \"c11\"\nGROUP BY \"a4\", \"b1\"\nORDER BY \"support\" DESC\nLIMIT 10;","notes":"Uses the planned Two-Dimensional Top-k Count template with fixed bindings group_col=\"a4\", group_col_2=\"b1\", and top_k=10."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bc5b55fa9acfc912/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bc5b55fa9acfc912/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bc5b55fa9acfc912/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bc5b55fa9acfc912/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bd1dd851e97f67cb/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bd1dd851e97f67cb/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9619fab7d924ce5573713bec489faf3997de8252 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bd1dd851e97f67cb/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16374, "bytes_utf8": 16374, "lines": 612, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 360, "bytes_utf8": 360, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17546, "cached_input_tokens": 12032, "output_tokens": 462, "reasoning_output_tokens": 341}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bd1dd851e97f67cb/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bd1dd851e97f67cb/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..072994f7c015b8622989a345805aefba928b681b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bd1dd851e97f67cb/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_bd1dd851e97f67cb", + "api_calls": 0, + "input_tokens": 17546, + "cached_input_tokens": 12032, + "output_tokens": 462, + "total_tokens": 18008, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 25615.32, + "sql_execution_elapsed_ms_total": 46.16, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bd1dd851e97f67cb/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bd1dd851e97f67cb/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bd1dd851e97f67cb/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f6427fa74be1c7037ed0559b7182c3809ae6d223 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bd1dd851e97f67cb/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:44:43.123312+00:00", + "ended_at": "2026-05-19T15:45:08.738666+00:00", + "elapsed_ms": 25615.32, + "prompt_metrics": { + "chars": 16374, + "bytes_utf8": 16374, + "lines": 612, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2069, + "bytes_utf8": 2069, + "lines": 8, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 360, + "bytes_utf8": 360, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17546, + "cached_input_tokens": 12032, + "output_tokens": 462, + "reasoning_output_tokens": 341 + } + }, + "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_c/c11/artifacts/v2q_c11_bd1dd851e97f67cb/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bd1dd851e97f67cb/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..078799f66e72f1ec122314b27b1a78c679e70b95 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bd1dd851e97f67cb/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,612 @@ +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: c11 +- dataset_name: Connect 4 +- table_name: c11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 42 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 67557 +- important_fields: +- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1. +- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2. +- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3. +- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4. +- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5. +- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6. +- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1. +- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2. +- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3. +- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4. +- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5. +- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6. +- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1. +- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2. +- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3. +- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4. +- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5. +- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6. +- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1. +- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2. +- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3. +- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4. +- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5. +- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6. +- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1. +- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2. +- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3. +- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4. +- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5. +- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6. +- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1. +- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2. +- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3. +- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4. +- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5. +- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6. +- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1. +- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2. +- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3. +- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4. +- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5. +- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/26/connect-4 + +SQLite schema snapshot: +{ + "table_name": "c11", + "quoted_table_name": "\"c11\"", + "row_count": 67557, + "columns": [ + { + "name": "a1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "o", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "o", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "o", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "o", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "o", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c11", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=a2, group_col_2=g1.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "a2", + "group_col_2": "g1", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bd1dd851e97f67cb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bd1dd851e97f67cb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..68e39b62601f6a9928e4b9c9b6edfdaf81236123 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bd1dd851e97f67cb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,8 @@ +{"type":"thread.started","thread_id":"019e40e9-2b7f-71e3-b139-8de1bb26f49f"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 18181. Please try again in 545ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 3/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1992404, Requested 18181. Please try again in 317ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 4/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1983666, Requested 18181. Please try again in 55ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 5/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 18181. Please try again in 545ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"a2\\\",\\n \\\"g1\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a2\\\", \\\"g1\\\"\\nORDER BY \\\"support\\\" ASC, \\\"a2\\\", \\\"g1\\\"\\nLIMIT 16;\",\"notes\":\"Uses the planned Pairwise Sparse Slice Count template with group_col bound to \\\"a2\\\", group_col_2 bound to \\\"g1\\\", and top_k set to 16.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17546,"cached_input_tokens":12032,"output_tokens":462,"reasoning_output_tokens":341}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bd1dd851e97f67cb/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bd1dd851e97f67cb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2136387f7b2cfcf955380b5a82f6e5c582d87494 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bd1dd851e97f67cb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"a2\",\n \"g1\",\n COUNT(*) AS \"support\"\nFROM \"c11\"\nGROUP BY \"a2\", \"g1\"\nORDER BY \"support\" ASC, \"a2\", \"g1\"\nLIMIT 16;","notes":"Uses the planned Pairwise Sparse Slice Count template with group_col bound to \"a2\", group_col_2 bound to \"g1\", and top_k set to 16."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bd1dd851e97f67cb/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bd1dd851e97f67cb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bdf7700394a6afaf/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bdf7700394a6afaf/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b063b5a25ba6dadedc92cc465f4653d35ca108a8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bdf7700394a6afaf/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=a3, group_col_2=d2, target_col=class. +Result preview: [{"a3": "o", "d2": "x", "target_rate": 0.7672281776416539}, {"a3": "b", "d2": "x", "target_rate": 0.7583041958041958}, {"a3": "x", "d2": "x", "target_rate": 0.7105263157894737}, {"a3": "o", "d2": "b", "target_rate": 0.6829075064369182}, {"a3": "b", "d2": "b", "target_rate": 0.6676000215389586}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bdf7700394a6afaf/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bdf7700394a6afaf/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ba855fc80126ed6f2ef49915cc00241f2f7904a4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bdf7700394a6afaf/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: c11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c11_bdf7700394a6afaf +-- problem_id: v2p_c11_1100838b6cc5d806 +-- realization_mode: agent +-- source_kind: agent +SELECT "a3", "d2", + AVG(CASE WHEN "class" = 'win' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c11" +GROUP BY "a3", "d2" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bdf7700394a6afaf/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bdf7700394a6afaf/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a4d9349934bfcab965f90ce1016d002f27ef3e5d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bdf7700394a6afaf/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"a3\", \"d2\",\n AVG(CASE WHEN \"class\" = 'win' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c11\"\nGROUP BY \"a3\", \"d2\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"a3\\\", \\\"d2\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'win' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a3\\\", \\\"d2\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"a3\", \"d2\", \"target_rate\"], \"rows\": [{\"a3\": \"o\", \"d2\": \"x\", \"target_rate\": 0.7672281776416539}, {\"a3\": \"b\", \"d2\": \"x\", \"target_rate\": 0.7583041958041958}, {\"a3\": \"x\", \"d2\": \"x\", \"target_rate\": 0.7105263157894737}, {\"a3\": \"o\", \"d2\": \"b\", \"target_rate\": 0.6829075064369182}, {\"a3\": \"b\", \"d2\": \"b\", \"target_rate\": 0.6676000215389586}, {\"a3\": \"x\", \"d2\": \"b\", \"target_rate\": 0.6142977646562632}, {\"a3\": \"b\", \"d2\": \"o\", \"target_rate\": 0.542205996238522}, {\"a3\": \"x\", \"d2\": \"o\", \"target_rate\": 0.482962962962963}, {\"a3\": \"o\", \"d2\": \"o\", \"target_rate\": 0.4712041884816754}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 54.7}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bdf7700394a6afaf/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bdf7700394a6afaf/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ab87ae9f48efd4e1840aad64e1edc6684e760b96 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bdf7700394a6afaf/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "c11", + "started_at": "2026-05-19T15:50:55.890912+00:00", + "ended_at": "2026-05-19T15:51:04.910145+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c11_bdf7700394a6afaf", + "problem_id": "v2p_c11_1100838b6cc5d806", + "dataset_id": "c11", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=a3, group_col_2=d2, target_col=class.", + "bindings": { + "group_col": "a3", + "group_col_2": "d2", + "target_col": "class", + "target_value": "win", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=99" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/sql/v2q_c11_bdf7700394a6afaf.sql", + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_bdf7700394a6afaf", + "api_calls": 0, + "input_tokens": 17567, + "cached_input_tokens": 12032, + "output_tokens": 405, + "total_tokens": 17972, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8957.81, + "sql_execution_elapsed_ms_total": 54.7, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bdf7700394a6afaf/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bdf7700394a6afaf/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bdf7700394a6afaf/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..42af7af7380fec1b999d015bb6f3491227a8d13a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bdf7700394a6afaf/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:51:04.853484+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 8957.81, "started_at": "2026-05-19T15:50:55.894634+00:00", "ended_at": "2026-05-19T15:51:04.852480+00:00", "prompt_metrics": {"chars": 16492, "bytes_utf8": 16492, "lines": 615, "estimated_tokens": null}, "response_metrics": {"chars": 366, "bytes_utf8": 366, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17567, "cached_input_tokens": 12032, "output_tokens": 405, "reasoning_output_tokens": 285}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"a3\\\", \\\"d2\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'win' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a3\\\", \\\"d2\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Uses the required Two-Axis Target Rate Surface template on \\\"a3\\\" and \\\"d2\\\", computing the share of rows where \\\"class\\\" = 'win'.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bdf7700394a6afaf/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bdf7700394a6afaf/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..dcf45b39742105f6a719372bf55881bb2fea8611 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bdf7700394a6afaf/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_bdf7700394a6afaf", + "api_calls": 0, + "input_tokens": 17567, + "cached_input_tokens": 12032, + "output_tokens": 405, + "total_tokens": 17972, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8957.81, + "sql_execution_elapsed_ms_total": 54.7, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bdf7700394a6afaf/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bfd3610e0df07b24/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bfd3610e0df07b24/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..60bbf7a09fa27e53b3a1bf50dbd6f900cd127ef6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bfd3610e0df07b24/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=f1, condition_col=f1. +Result preview: [{"f1": "b", "condition_rate": 1.0}, {"f1": "x", "condition_rate": 0.0}, {"f1": "o", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bfd3610e0df07b24/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bfd3610e0df07b24/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f9984f3ee798db34b116b65f6b1688f544c6203d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bfd3610e0df07b24/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: c11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c11_bfd3610e0df07b24 +-- problem_id: v2p_c11_8e58cfaa483f942c +-- realization_mode: agent +-- source_kind: agent +SELECT "f1", + AVG(CASE WHEN "f1" = 'b' THEN 1 ELSE 0 END) AS condition_rate +FROM "c11" +GROUP BY "f1" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bfd3610e0df07b24/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bfd3610e0df07b24/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..76f2a37942dad414f8141784833caa6a5761ecbb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bfd3610e0df07b24/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"f1\",\n AVG(CASE WHEN \"f1\" = 'b' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c11\"\nGROUP BY \"f1\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"f1\\\",\\n AVG(CASE WHEN \\\"f1\\\" = 'b' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c11\\\"\\nGROUP BY \\\"f1\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"f1\", \"condition_rate\"], \"rows\": [{\"f1\": \"b\", \"condition_rate\": 1.0}, {\"f1\": \"x\", \"condition_rate\": 0.0}, {\"f1\": \"o\", \"condition_rate\": 0.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 24.54}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bfd3610e0df07b24/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bfd3610e0df07b24/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1644d8eb119ffb109d2dce9fdd414f58a709e286 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bfd3610e0df07b24/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "c11", + "started_at": "2026-05-19T15:35:16.407786+00:00", + "ended_at": "2026-05-19T15:35:28.042195+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c11_bfd3610e0df07b24", + "problem_id": "v2p_c11_8e58cfaa483f942c", + "dataset_id": "c11", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=f1, condition_col=f1.", + "bindings": { + "group_col": "f1", + "condition_col": "f1", + "condition_value": "b", + "positive_value": "b", + "negative_value": "o", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=30" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/sql/v2q_c11_bfd3610e0df07b24.sql", + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_bfd3610e0df07b24", + "api_calls": 0, + "input_tokens": 17529, + "cached_input_tokens": 16768, + "output_tokens": 326, + "total_tokens": 17855, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11603.74, + "sql_execution_elapsed_ms_total": 24.54, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bfd3610e0df07b24/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bfd3610e0df07b24/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bfd3610e0df07b24/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7dfe4f18ba26d1e293300171a6d1ea707bd439a9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bfd3610e0df07b24/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:35:28.015743+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11603.74, "started_at": "2026-05-19T15:35:16.411193+00:00", "ended_at": "2026-05-19T15:35:28.014953+00:00", "prompt_metrics": {"chars": 16453, "bytes_utf8": 16453, "lines": 615, "estimated_tokens": null}, "response_metrics": {"chars": 512, "bytes_utf8": 512, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17529, "cached_input_tokens": 16768, "output_tokens": 326, "reasoning_output_tokens": 182}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"f1\\\",\\n AVG(CASE WHEN \\\"f1\\\" = 'b' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c11\\\"\\nGROUP BY \\\"f1\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the planned Grouped Condition Rate template with group_col and condition_col both bound to \\\"f1\\\" and condition_value bound to 'b'. Because the grouping column and condition column are the same, each group's rate is deterministic: 1.0 for group 'b' and 0.0 for other distinct \\\"f1\\\" values.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bfd3610e0df07b24/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bfd3610e0df07b24/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..be931a0d109b4e1f67c53b6b7f10913eb0b8d430 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bfd3610e0df07b24/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_bfd3610e0df07b24", + "api_calls": 0, + "input_tokens": 17529, + "cached_input_tokens": 16768, + "output_tokens": 326, + "total_tokens": 17855, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11603.74, + "sql_execution_elapsed_ms_total": 24.54, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bfd3610e0df07b24/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c44c5d0e3f48a7bb/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c44c5d0e3f48a7bb/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4637bb82a97cea08d71b6e3f975888491432d5ec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c44c5d0e3f48a7bb/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16549, "bytes_utf8": 16549, "lines": 613, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 432, "bytes_utf8": 432, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17581, "cached_input_tokens": 12032, "output_tokens": 315, "reasoning_output_tokens": 177}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c44c5d0e3f48a7bb/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c44c5d0e3f48a7bb/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b600b1936c84130e27062d344c3d091e689a0e54 --- /dev/null +++ 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"/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c44c5d0e3f48a7bb/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c44c5d0e3f48a7bb/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c44c5d0e3f48a7bb/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..094198722148a3f8703e31b3d77f5ba725e52219 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c44c5d0e3f48a7bb/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:48:57.657675+00:00", + "ended_at": "2026-05-19T15:49:05.773645+00:00", + "elapsed_ms": 8115.94, + "prompt_metrics": { + "chars": 16549, + "bytes_utf8": 16549, + "lines": 613, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 791, + "bytes_utf8": 791, + "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": 432, + "bytes_utf8": 432, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17581, + "cached_input_tokens": 12032, + "output_tokens": 315, + "reasoning_output_tokens": 177 + } + }, + "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_c/c11/artifacts/v2q_c11_c44c5d0e3f48a7bb/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c44c5d0e3f48a7bb/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e50dc226227b3272e8c00bc358ea4e518170331c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c44c5d0e3f48a7bb/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,613 @@ +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: c11 +- dataset_name: Connect 4 +- table_name: c11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 42 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 67557 +- important_fields: +- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1. +- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2. +- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3. +- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4. +- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5. +- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6. +- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1. +- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2. +- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3. +- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4. +- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5. +- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6. +- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1. +- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2. +- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3. +- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4. +- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5. +- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6. +- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1. +- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2. +- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3. +- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4. +- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5. +- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6. +- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1. +- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2. +- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3. +- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4. +- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5. +- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6. +- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1. +- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2. +- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3. +- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4. +- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5. +- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6. +- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1. +- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2. +- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3. +- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4. +- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5. +- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/26/connect-4 + +SQLite schema snapshot: +{ + "table_name": "c11", + "quoted_table_name": "\"c11\"", + "row_count": 67557, + "columns": [ + { + "name": "a1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "o", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "o", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "o", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "o", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "o", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c11", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=b1, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "b1", + "target_col": "class", + "target_value": "draw", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c44c5d0e3f48a7bb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c44c5d0e3f48a7bb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5f204daa7d0a269749a6ad0118f8b50bafb15869 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c44c5d0e3f48a7bb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ed-0dbe-7c40-b11f-c27a610a0e4b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"b1\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'draw' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c11\\\"\\nGROUP BY \\\"b1\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 12;\",\"notes\":\"Applies the Tail Target-Rate Extremes template using group_col=\\\"b1\\\", target_col=\\\"class\\\", target_value='draw', min_support=5, and top_k=12.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17581,"cached_input_tokens":12032,"output_tokens":315,"reasoning_output_tokens":177}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c44c5d0e3f48a7bb/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c44c5d0e3f48a7bb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0806b1d10a8123b1bfbbdc0c9a9a23649918b5c4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c44c5d0e3f48a7bb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"b1\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'draw' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c11\"\nGROUP BY \"b1\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 12;","notes":"Applies the Tail Target-Rate Extremes template using group_col=\"b1\", target_col=\"class\", target_value='draw', min_support=5, and top_k=12."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c44c5d0e3f48a7bb/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c44c5d0e3f48a7bb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c45b769ee537e80a/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c45b769ee537e80a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5976e51f8770d160f55f70e29065b496c1598588 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c45b769ee537e80a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=a2, group_col_2=g1. +Result preview: [{"a2": "x", "g1": "x", "support": 2354}, {"a2": "o", "g1": "o", "support": 2569}, {"a2": "o", "g1": "x", "support": 3437}, {"a2": "x", "g1": "o", "support": 3553}, {"a2": "o", "g1": "b", "support": 6018}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c45b769ee537e80a/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c45b769ee537e80a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4ca16a872c641bff81864dbd4e1bffc10338a6bf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c45b769ee537e80a/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: c11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c11_c45b769ee537e80a +-- problem_id: v2p_c11_a5f592783e8aabe2 +-- realization_mode: agent +-- source_kind: agent +SELECT + "a2", + "g1", + COUNT(*) AS "support" +FROM "c11" +GROUP BY "a2", "g1" +ORDER BY "support" ASC, "a2", "g1" +LIMIT 11; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c45b769ee537e80a/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c45b769ee537e80a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..86f3ef75a101bd79abd11b8a797d98459b294702 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c45b769ee537e80a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"a2\",\n \"g1\",\n COUNT(*) AS \"support\"\nFROM \"c11\"\nGROUP BY \"a2\", \"g1\"\nORDER BY \"support\" ASC, \"a2\", \"g1\"\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"a2\\\",\\n \\\"g1\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a2\\\", \\\"g1\\\"\\nORDER BY \\\"support\\\" ASC, \\\"a2\\\", \\\"g1\\\"\\nLIMIT 11;\", \"columns\": [\"a2\", \"g1\", \"support\"], \"rows\": [{\"a2\": \"x\", \"g1\": \"x\", \"support\": 2354}, {\"a2\": \"o\", \"g1\": \"o\", \"support\": 2569}, {\"a2\": \"o\", \"g1\": \"x\", \"support\": 3437}, {\"a2\": \"x\", \"g1\": \"o\", \"support\": 3553}, {\"a2\": \"o\", \"g1\": \"b\", \"support\": 6018}, {\"a2\": \"x\", \"g1\": \"b\", \"support\": 6241}, {\"a2\": \"b\", \"g1\": \"o\", \"support\": 12823}, {\"a2\": \"b\", \"g1\": \"x\", \"support\": 13092}, {\"a2\": \"b\", \"g1\": \"b\", \"support\": 17470}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 50.04}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c45b769ee537e80a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c45b769ee537e80a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..04e4c1a23a6656301e5739d6b90f13c613562903 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c45b769ee537e80a/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "c11", + "started_at": "2026-05-19T15:44:30.964125+00:00", + "ended_at": "2026-05-19T15:44:43.118827+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c11_c45b769ee537e80a", + "problem_id": "v2p_c11_a5f592783e8aabe2", + "dataset_id": "c11", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=a2, group_col_2=g1.", + "bindings": { + "group_col": "a2", + "group_col_2": "g1", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=76" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/sql/v2q_c11_c45b769ee537e80a.sql", + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_c45b769ee537e80a", + "api_calls": 0, + "input_tokens": 17546, + "cached_input_tokens": 12032, + "output_tokens": 383, + "total_tokens": 17929, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12097.81, + "sql_execution_elapsed_ms_total": 50.04, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c45b769ee537e80a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c45b769ee537e80a/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c45b769ee537e80a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3c75af38891fcdfbada896e6531c50973dc2fd53 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c45b769ee537e80a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:44:43.067000+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12097.81, "started_at": "2026-05-19T15:44:30.968357+00:00", "ended_at": "2026-05-19T15:44:43.066196+00:00", "prompt_metrics": {"chars": 16370, "bytes_utf8": 16370, "lines": 612, "estimated_tokens": null}, "response_metrics": {"chars": 327, "bytes_utf8": 327, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17546, "cached_input_tokens": 12032, "output_tokens": 383, "reasoning_output_tokens": 269}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"a2\\\",\\n \\\"g1\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a2\\\", \\\"g1\\\"\\nORDER BY \\\"support\\\" ASC, \\\"a2\\\", \\\"g1\\\"\\nLIMIT 11;\",\"notes\":\"Uses the Pairwise Sparse Slice Count template with group_col=\\\"a2\\\", group_col_2=\\\"g1\\\", and top_k=11.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c45b769ee537e80a/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c45b769ee537e80a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..07cc2ba3d244e635df811fc812372a4c88c33b4e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c45b769ee537e80a/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_c45b769ee537e80a", + "api_calls": 0, + "input_tokens": 17546, + "cached_input_tokens": 12032, + "output_tokens": 383, + "total_tokens": 17929, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12097.81, + "sql_execution_elapsed_ms_total": 50.04, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c45b769ee537e80a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c511d8cb86fc9610/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c511d8cb86fc9610/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b2211ba64c5f8775f27e2dce66be20e199ad9aeb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c511d8cb86fc9610/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16307, "bytes_utf8": 16307, "lines": 612, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 351, "bytes_utf8": 351, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17509, "cached_input_tokens": 16768, "output_tokens": 201, "reasoning_output_tokens": 97}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c511d8cb86fc9610/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c511d8cb86fc9610/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3a42e3688c27cce7e2ec19680edfec05f724d876 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c511d8cb86fc9610/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_c511d8cb86fc9610", + "api_calls": 0, + "input_tokens": 17509, + "cached_input_tokens": 16768, + "output_tokens": 201, + "total_tokens": 17710, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10822.18, + "sql_execution_elapsed_ms_total": 33.92, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c511d8cb86fc9610/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c511d8cb86fc9610/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c511d8cb86fc9610/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9355b7bf65767420653eb77e3ed765084d132d20 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c511d8cb86fc9610/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:57:12.424217+00:00", + "ended_at": "2026-05-19T15:57:23.246428+00:00", + "elapsed_ms": 10822.18, + "prompt_metrics": { + "chars": 16307, + "bytes_utf8": 16307, + "lines": 612, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 701, + "bytes_utf8": 701, + "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": 351, + "bytes_utf8": 351, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17509, + "cached_input_tokens": 16768, + "output_tokens": 201, + "reasoning_output_tokens": 97 + } + }, + "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_c/c11/artifacts/v2q_c11_c511d8cb86fc9610/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c511d8cb86fc9610/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e5933e602a322954d51cc26fab9cfcec24c1b156 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c511d8cb86fc9610/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,612 @@ +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: c11 +- dataset_name: Connect 4 +- table_name: c11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 42 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 67557 +- important_fields: +- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1. +- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2. +- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3. +- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4. +- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5. +- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6. +- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1. +- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2. +- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3. +- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4. +- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5. +- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6. +- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1. +- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2. +- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3. +- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4. +- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5. +- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6. +- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1. +- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2. +- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3. +- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4. +- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5. +- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6. +- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1. +- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2. +- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3. +- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4. +- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5. +- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6. +- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1. +- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2. +- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3. +- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4. +- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5. +- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6. +- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1. +- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2. +- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3. +- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4. +- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5. +- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/26/connect-4 + +SQLite schema snapshot: +{ + "table_name": "c11", + "quoted_table_name": "\"c11\"", + "row_count": 67557, + "columns": [ + { + "name": "a1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "o", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "o", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "o", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "o", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "o", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c11", + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=a4, group_col_2=a6.", + "planned_template_id": "tpl_clickbench_two_dimensional_topk_count", + "bindings": { + "group_col": "a4", + "group_col_2": "a6", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c511d8cb86fc9610/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c511d8cb86fc9610/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..158676326504bf78620b6bd8b247b045399a2bf7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c511d8cb86fc9610/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-9a60-7f72-9f23-5fc7b49383f4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"a4\\\", \\\"a6\\\", COUNT(*) AS support\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a4\\\", \\\"a6\\\"\\nORDER BY support DESC\\nLIMIT 14;\",\"notes\":\"Uses the provided Two-Dimensional Top-k Count template with fixed bindings group_col=a4, group_col_2=a6, and top_k=14 to return the largest subgroup counts.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17509,"cached_input_tokens":16768,"output_tokens":201,"reasoning_output_tokens":97}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c511d8cb86fc9610/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c511d8cb86fc9610/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..71a934b1c3d1a20b974d19bdafcf5e885cecc576 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c511d8cb86fc9610/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_two_dimensional_topk_count\nSELECT \"a4\", \"a6\", COUNT(*) AS support\nFROM \"c11\"\nGROUP BY \"a4\", \"a6\"\nORDER BY support DESC\nLIMIT 14;","notes":"Uses the provided Two-Dimensional Top-k Count template with fixed bindings group_col=a4, group_col_2=a6, and top_k=14 to return the largest subgroup counts."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c511d8cb86fc9610/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c511d8cb86fc9610/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c511d8cb86fc9610/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c511d8cb86fc9610/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c22d14ceb4889d5f0d72836c8656e1e4943db522 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c511d8cb86fc9610/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=a4, group_col_2=a6. +Result preview: [{"a4": "b", "a6": "b", "support": 61616}, {"a4": "o", "a6": "b", "support": 2869}, {"a4": "x", "a6": "b", "support": 2555}, {"a4": "x", "a6": "o", "support": 200}, {"a4": "o", "a6": "o", "support": 164}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c511d8cb86fc9610/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c511d8cb86fc9610/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..cda10ddff33afb2c906a04f4ee9b458d92a62356 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c511d8cb86fc9610/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: c11 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_two_dimensional_topk_count +-- query_record_id: v2q_c11_c511d8cb86fc9610 +-- problem_id: v2p_c11_e9acfdbf22486bdd +-- realization_mode: agent +-- source_kind: agent +SELECT "a4", "a6", COUNT(*) AS support +FROM "c11" +GROUP BY "a4", "a6" +ORDER BY support DESC +LIMIT 14; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c511d8cb86fc9610/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c511d8cb86fc9610/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5652a9f758be0cc017e12d13e1522ccf4f838d42 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c511d8cb86fc9610/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_two_dimensional_topk_count\nSELECT \"a4\", \"a6\", COUNT(*) AS support\nFROM \"c11\"\nGROUP BY \"a4\", \"a6\"\nORDER BY support DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"a4\\\", \\\"a6\\\", COUNT(*) AS support\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a4\\\", \\\"a6\\\"\\nORDER BY support DESC\\nLIMIT 14;\", \"columns\": [\"a4\", \"a6\", \"support\"], \"rows\": [{\"a4\": \"b\", \"a6\": \"b\", \"support\": 61616}, {\"a4\": \"o\", \"a6\": \"b\", \"support\": 2869}, {\"a4\": \"x\", \"a6\": \"b\", \"support\": 2555}, {\"a4\": \"x\", \"a6\": \"o\", \"support\": 200}, {\"a4\": \"o\", \"a6\": \"o\", \"support\": 164}, {\"a4\": \"x\", \"a6\": \"x\", \"support\": 96}, {\"a4\": \"o\", \"a6\": \"x\", \"support\": 57}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 33.92}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c511d8cb86fc9610/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c511d8cb86fc9610/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1b03b59b431935124689ddc53c2409fe74379bf6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c511d8cb86fc9610/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "c11", + "started_at": "2026-05-19T15:57:12.419181+00:00", + "ended_at": "2026-05-19T15:57:23.282425+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c11_c511d8cb86fc9610", + "problem_id": "v2p_c11_e9acfdbf22486bdd", + "dataset_id": "c11", + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=a4, group_col_2=a6.", + "bindings": { + "group_col": "a4", + "group_col_2": "a6", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=1/1", + "binding_index=124" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/sql/v2q_c11_c511d8cb86fc9610.sql", + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_c511d8cb86fc9610", + "api_calls": 0, + "input_tokens": 17509, + "cached_input_tokens": 16768, + "output_tokens": 201, + "total_tokens": 17710, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10822.18, + "sql_execution_elapsed_ms_total": 33.92, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c511d8cb86fc9610/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c511d8cb86fc9610/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c511d8cb86fc9610/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e56674a7822c719a9f73ee30caff36ade82b8352 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c511d8cb86fc9610/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:57:23.247179+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10822.18, "started_at": "2026-05-19T15:57:12.424217+00:00", "ended_at": "2026-05-19T15:57:23.246428+00:00", "prompt_metrics": {"chars": 16307, "bytes_utf8": 16307, "lines": 612, "estimated_tokens": null}, "response_metrics": {"chars": 351, "bytes_utf8": 351, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17509, "cached_input_tokens": 16768, "output_tokens": 201, "reasoning_output_tokens": 97}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"a4\\\", \\\"a6\\\", COUNT(*) AS support\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a4\\\", \\\"a6\\\"\\nORDER BY support DESC\\nLIMIT 14;\",\"notes\":\"Uses the provided Two-Dimensional Top-k Count template with fixed bindings group_col=a4, group_col_2=a6, and top_k=14 to return the largest subgroup counts.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c511d8cb86fc9610/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c511d8cb86fc9610/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..261b0f848f75777e0dfe30b8f363145c1ae04ca7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c511d8cb86fc9610/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_c511d8cb86fc9610", + "api_calls": 0, + "input_tokens": 17509, + "cached_input_tokens": 16768, + "output_tokens": 201, + "total_tokens": 17710, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10822.18, + "sql_execution_elapsed_ms_total": 33.92, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c511d8cb86fc9610/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c91e281dd019decd/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c91e281dd019decd/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e1991005f5d8668cd93b0848ff554daf2f8775ce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c91e281dd019decd/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=a3, group_col_2=c6, target_col=class. +Result preview: [{"a3": "b", "c6": "x", "target_rate": 0.3660130718954248}, {"a3": "x", "c6": "b", "target_rate": 0.25953941838964534}, {"a3": "b", "c6": "b", "target_rate": 0.24903319956220357}, {"a3": "o", "c6": "b", "target_rate": 0.21434262948207172}, {"a3": "b", "c6": "o", "target_rate": 0.10555555555555556}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c91e281dd019decd/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c91e281dd019decd/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..08e76b2aa5f6e293a2dcf2110907123b905e0315 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c91e281dd019decd/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: c11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c11_c91e281dd019decd +-- problem_id: v2p_c11_cda49199b12097ea +-- realization_mode: agent +-- source_kind: agent +SELECT "a3", "c6", + AVG(CASE WHEN "class" = 'loss' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c11" +GROUP BY "a3", "c6" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c91e281dd019decd/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c91e281dd019decd/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3453b9efcb61ac295464af3dceccab84b9bacbac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c91e281dd019decd/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"a3\", \"c6\",\n AVG(CASE WHEN \"class\" = 'loss' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c11\"\nGROUP BY \"a3\", \"c6\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"a3\\\", \\\"c6\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'loss' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a3\\\", \\\"c6\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"a3\", \"c6\", \"target_rate\"], \"rows\": [{\"a3\": \"b\", \"c6\": \"x\", \"target_rate\": 0.3660130718954248}, {\"a3\": \"x\", \"c6\": \"b\", \"target_rate\": 0.25953941838964534}, {\"a3\": \"b\", \"c6\": \"b\", \"target_rate\": 0.24903319956220357}, {\"a3\": \"o\", \"c6\": \"b\", \"target_rate\": 0.21434262948207172}, {\"a3\": \"b\", \"c6\": \"o\", \"target_rate\": 0.10555555555555556}], \"row_count_returned\": 5, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 49.83}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c91e281dd019decd/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c91e281dd019decd/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..60a62267cb587fe59196699bd46b5e459283f175 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c91e281dd019decd/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "c11", + "started_at": "2026-05-19T15:50:12.026437+00:00", + "ended_at": "2026-05-19T15:50:30.859186+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c11_c91e281dd019decd", + "problem_id": "v2p_c11_cda49199b12097ea", + "dataset_id": "c11", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=a3, group_col_2=c6, target_col=class.", + "bindings": { + "group_col": "a3", + "group_col_2": "c6", + "target_col": "class", + "target_value": "loss", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=97" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/sql/v2q_c11_c91e281dd019decd.sql", + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_c91e281dd019decd", + "api_calls": 0, + "input_tokens": 17568, + "cached_input_tokens": 16768, + "output_tokens": 582, + "total_tokens": 18150, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18776.3, + "sql_execution_elapsed_ms_total": 49.83, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c91e281dd019decd/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c91e281dd019decd/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c91e281dd019decd/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4388270d2efcfe833df37fbd0c70c9aba727a96f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c91e281dd019decd/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:50:30.807936+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 18776.3, "started_at": "2026-05-19T15:50:12.030853+00:00", "ended_at": "2026-05-19T15:50:30.807182+00:00", "prompt_metrics": {"chars": 16501, "bytes_utf8": 16501, "lines": 615, "estimated_tokens": null}, "response_metrics": {"chars": 384, "bytes_utf8": 384, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17568, "cached_input_tokens": 16768, "output_tokens": 582, "reasoning_output_tokens": 459}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"a3\\\", \\\"c6\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'loss' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a3\\\", \\\"c6\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Applied the Two-Axis Target Rate Surface template using \\\"a3\\\" and \\\"c6\\\" as the grouping axes and \\\"class\\\" = 'loss' as the target-rate condition.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c91e281dd019decd/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c91e281dd019decd/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7f18da0a4c3329551f89f54aeae6c3216ec8135b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c91e281dd019decd/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_c91e281dd019decd", + "api_calls": 0, + "input_tokens": 17568, + "cached_input_tokens": 16768, + "output_tokens": 582, + "total_tokens": 18150, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18776.3, + "sql_execution_elapsed_ms_total": 49.83, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c91e281dd019decd/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_caa0e42f05943c37/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_caa0e42f05943c37/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..961a5ad1b0c4b65d79c45b4cf7674c2a926c3aa0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_caa0e42f05943c37/run_manifest.json @@ -0,0 +1,73 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "c11", + "started_at": "2026-05-19T15:59:18.382070+00:00", + "ended_at": "2026-05-19T15:59:25.414774+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c11_caa0e42f05943c37", + "problem_id": "v2p_c11_f17f53106befc737", + "dataset_id": "c11", + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=b3.", + "bindings": { + "group_col": "b3", + "predicate_col": "b3", + "predicate_op": "=", + "predicate_value": "x", + "entity_col": "b3", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=137" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_caa0e42f05943c37/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_caa0e42f05943c37/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fb8ad9a5ee62b280297a7a61eb6a3a2063fbbaa8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_caa0e42f05943c37/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:59:21.484097+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3098.04, "started_at": "2026-05-19T15:59:18.385193+00:00", "ended_at": "2026-05-19T15:59:21.483261+00:00", "prompt_metrics": {"chars": 16528, "bytes_utf8": 16528, "lines": 616, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f6-8683-7733-96ed-d2c74c6eeeeb\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T15:59:25.414690+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2927.88, "started_at": "2026-05-19T15:59:22.485971+00:00", "ended_at": "2026-05-19T15:59:25.413917+00:00", "prompt_metrics": {"chars": 16528, "bytes_utf8": 16528, "lines": 616, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f6-9680-7233-ba05-556ab0aab254\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_cc40c3216459eafe/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_cc40c3216459eafe/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..05ebd95120176e2cf4c6dc76a6afef256ee0e914 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_cc40c3216459eafe/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "b", "support": 64301, "support_share": 0.9518036620927514, "support_rank": 1}, {"value_label": "o", "support": 1785, "support_share": 0.026422132421510723, "support_rank": 2}, {"value_label": "x", "support": 1471, "support_share": 0.02177420548573797, "support_rank": 3}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_cc40c3216459eafe/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_cc40c3216459eafe/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0f53efebd7be4ab3e8416e107a310eba6ca0adba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_cc40c3216459eafe/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: c11 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c11_cc40c3216459eafe +-- problem_id: v2p_c11_a411947c46cc3328 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "g4" AS value_label, COUNT(*) AS support + FROM "c11" + GROUP BY "g4" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_cc40c3216459eafe/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_cc40c3216459eafe/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7c1b7b1e7842824eaa0586cb1d9a682fc22da22a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_cc40c3216459eafe/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_c\n-- sql_source_dataset_id: c11\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_c11_cc40c3216459eafe\n-- problem_id: v2p_c11_a411947c46cc3328\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"g4\" AS value_label, COUNT(*) AS support\n FROM \"c11\"\n GROUP BY \"g4\"\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_c\\n-- sql_source_dataset_id: c11\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_c11_cc40c3216459eafe\\n-- problem_id: v2p_c11_a411947c46cc3328\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"g4\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c11\\\"\\n GROUP BY \\\"g4\\\"\\n)\\nSELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\\nFROM grouped\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"support_rank\"], \"rows\": [{\"value_label\": \"b\", \"support\": 64301, \"support_share\": 0.9518036620927514, \"support_rank\": 1}, {\"value_label\": \"o\", \"support\": 1785, \"support_share\": 0.026422132421510723, \"support_rank\": 2}, {\"value_label\": \"x\", \"support\": 1471, \"support_share\": 0.02177420548573797, \"support_rank\": 3}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 20.44}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_cc40c3216459eafe/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_cc40c3216459eafe/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b9419f3640eb6195c6c825d5ba0f29d14813806f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_cc40c3216459eafe/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "c11", + "started_at": "2026-05-19T16:00:12.961076+00:00", + "ended_at": "2026-05-19T16:00:12.982211+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c11_cc40c3216459eafe", + "problem_id": "v2p_c11_a411947c46cc3328", + "dataset_id": "c11", + "template_id": "tpl_cardinality_support_rank_profile", + "template_name": "Cardinality Support Rank Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "value_imbalance_profile", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=g4.", + "bindings": { + "group_col": "g4" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=12", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 12, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/sql/v2q_c11_cc40c3216459eafe.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_cc40c3216459eafe/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_cc40c3216459eafe/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_cc40c3216459eafe/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_cfbfb718dcd4a816/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_cfbfb718dcd4a816/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b443d563f13cd44279917279530da2e3dad3c4ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_cfbfb718dcd4a816/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=e6, condition_col=e6. +Result preview: [{"e6": "b", "condition_rate": 1.0}, {"e6": "x", "condition_rate": 0.0}, {"e6": "o", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_cfbfb718dcd4a816/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_cfbfb718dcd4a816/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..643b1ff447d40e00f1f106624c8054dbe69b64d0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_cfbfb718dcd4a816/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: c11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c11_cfbfb718dcd4a816 +-- problem_id: v2p_c11_6d355e4cdfd854b3 +-- realization_mode: agent +-- source_kind: agent +SELECT "e6", + AVG(CASE WHEN "e6" = 'b' THEN 1 ELSE 0 END) AS condition_rate +FROM "c11" +GROUP BY "e6" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_cfbfb718dcd4a816/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_cfbfb718dcd4a816/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cb3d51aac65a8f2f654073a3d43ec5425b5234c1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_cfbfb718dcd4a816/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"e6\",\n AVG(CASE WHEN \"e6\" = 'b' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c11\"\nGROUP BY \"e6\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"e6\\\",\\n AVG(CASE WHEN \\\"e6\\\" = 'b' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c11\\\"\\nGROUP BY \\\"e6\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"e6\", \"condition_rate\"], \"rows\": [{\"e6\": \"b\", \"condition_rate\": 1.0}, {\"e6\": \"x\", \"condition_rate\": 0.0}, {\"e6\": \"o\", \"condition_rate\": 0.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 45.87}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_cfbfb718dcd4a816/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_cfbfb718dcd4a816/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a2ee4582acd1d0ffd43a23aec24fe6b6512c51a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_cfbfb718dcd4a816/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "c11", + "started_at": "2026-05-19T15:34:58.605093+00:00", + "ended_at": "2026-05-19T15:35:08.482426+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c11_cfbfb718dcd4a816", + "problem_id": "v2p_c11_6d355e4cdfd854b3", + "dataset_id": "c11", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=e6, condition_col=e6.", + "bindings": { + "group_col": "e6", + "condition_col": "e6", + "condition_value": "b", + "positive_value": "b", + "negative_value": "o", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=29" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/sql/v2q_c11_cfbfb718dcd4a816.sql", + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_cfbfb718dcd4a816", + "api_calls": 0, + "input_tokens": 17528, + "cached_input_tokens": 12032, + "output_tokens": 431, + "total_tokens": 17959, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9821.94, + "sql_execution_elapsed_ms_total": 45.87, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_cfbfb718dcd4a816/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_cfbfb718dcd4a816/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_cfbfb718dcd4a816/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..92796f34ac65bd3a012091109e928df1b8c5ac6b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_cfbfb718dcd4a816/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:35:08.434229+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 9821.94, "started_at": "2026-05-19T15:34:58.610623+00:00", "ended_at": "2026-05-19T15:35:08.432600+00:00", "prompt_metrics": {"chars": 16439, "bytes_utf8": 16439, "lines": 615, "estimated_tokens": null}, "response_metrics": {"chars": 473, "bytes_utf8": 473, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17528, "cached_input_tokens": 12032, "output_tokens": 431, "reasoning_output_tokens": 294}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"e6\\\",\\n AVG(CASE WHEN \\\"e6\\\" = 'b' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c11\\\"\\nGROUP BY \\\"e6\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the required Grouped Condition Rate template with group_col=\\\"e6\\\" and condition_col=\\\"e6\\\" using condition_value='b'. Since the grouping and condition use the same column, the resulting rate is 1.0 for the 'b' group and 0.0 for other non-null groups.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_cfbfb718dcd4a816/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_cfbfb718dcd4a816/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..bce655a7df5495d80004122d66beef0addc6bbce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_cfbfb718dcd4a816/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_cfbfb718dcd4a816", + "api_calls": 0, + "input_tokens": 17528, + "cached_input_tokens": 12032, + "output_tokens": 431, + "total_tokens": 17959, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9821.94, + "sql_execution_elapsed_ms_total": 45.87, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_cfbfb718dcd4a816/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d39860b9526604cf/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d39860b9526604cf/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..59b301ad75a32e3f84034e45cfc83e2e16922368 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d39860b9526604cf/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16446, "bytes_utf8": 16446, "lines": 615, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 466, "bytes_utf8": 466, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17529, "cached_input_tokens": 16768, "output_tokens": 471, "reasoning_output_tokens": 332}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d39860b9526604cf/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d39860b9526604cf/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0ec5b34fd74956fb315bc40ad7065663a713667a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d39860b9526604cf/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_d39860b9526604cf", + "api_calls": 0, + "input_tokens": 17529, + "cached_input_tokens": 16768, + "output_tokens": 471, + "total_tokens": 18000, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22958.04, + "sql_execution_elapsed_ms_total": 25.69, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d39860b9526604cf/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d39860b9526604cf/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d39860b9526604cf/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3dad2dc51568912dbacb5e6cfed46f6aa3100513 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d39860b9526604cf/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:33:20.697668+00:00", + "ended_at": "2026-05-19T15:33:43.655740+00:00", + "elapsed_ms": 22958.04, + "prompt_metrics": { + "chars": 16446, + "bytes_utf8": 16446, + "lines": 615, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2161, + "bytes_utf8": 2161, + "lines": 8, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 466, + "bytes_utf8": 466, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17529, + "cached_input_tokens": 16768, + "output_tokens": 471, + "reasoning_output_tokens": 332 + } + }, + "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_c/c11/artifacts/v2q_c11_d39860b9526604cf/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d39860b9526604cf/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9b746347ed1948d84f5332f616c3bfe51abae8a1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d39860b9526604cf/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,615 @@ +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: c11 +- dataset_name: Connect 4 +- table_name: c11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 42 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 67557 +- important_fields: +- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1. +- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2. +- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3. +- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4. +- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5. +- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6. +- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1. +- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2. +- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3. +- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4. +- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5. +- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6. +- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1. +- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2. +- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3. +- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4. +- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5. +- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6. +- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1. +- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2. +- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3. +- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4. +- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5. +- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6. +- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1. +- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2. +- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3. +- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4. +- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5. +- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6. +- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1. +- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2. +- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3. +- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4. +- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5. +- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6. +- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1. +- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2. +- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3. +- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4. +- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5. +- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/26/connect-4 + +SQLite schema snapshot: +{ + "table_name": "c11", + "quoted_table_name": "\"c11\"", + "row_count": 67557, + "columns": [ + { + "name": "a1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "o", + "c3": "b", + "c4": "b", + "c5": "b", 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+ "b1": "o", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "o", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "o", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + } + ] +} + +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": "c11", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=e2, condition_col=e2.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "e2", + "condition_col": "e2", + "condition_value": "x", + "positive_value": "b", + "negative_value": "x", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\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_c/c11/artifacts/v2q_c11_d39860b9526604cf/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d39860b9526604cf/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7cb1abd6ec88ede1a3ea65b62c12db54e5dbd833 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d39860b9526604cf/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,8 @@ +{"type":"thread.started","thread_id":"019e40de-c1bc-7710-b18f-dc7f9c3534cd"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 18164. Please try again in 544ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 3/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1988859, Requested 18164. Please try again in 210ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 4/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 18164. Please try again in 544ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 5/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 18164. Please try again in 544ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"e2\\\",\\n AVG(CASE WHEN \\\"e2\\\" = 'x' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"e2\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Uses the requested Grouped Condition Rate template with group_col=\\\"e2\\\" and condition_col=\\\"e2\\\". Since the grouping and condition column are the same, the rate is deterministic within each group: 1.0 for group 'x' and 0.0 for other e2 values.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17529,"cached_input_tokens":16768,"output_tokens":471,"reasoning_output_tokens":332}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d39860b9526604cf/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d39860b9526604cf/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..35c92b6e227c6a619614bc86cf9d5af5c803fcff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d39860b9526604cf/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"e2\",\n AVG(CASE WHEN \"e2\" = 'x' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"c11\"\nGROUP BY \"e2\"\nORDER BY \"condition_rate\" DESC;","notes":"Uses the requested Grouped Condition Rate template with group_col=\"e2\" and condition_col=\"e2\". Since the grouping and condition column are the same, the rate is deterministic within each group: 1.0 for group 'x' and 0.0 for other e2 values."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d39860b9526604cf/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d39860b9526604cf/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d3b341e305880003/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d3b341e305880003/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0b1f7f60598e036cfc015381d0bb5fceb63f787e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d3b341e305880003/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:54:00.721604+00:00", + "ended_at": "2026-05-19T15:54:05.016228+00:00", + "elapsed_ms": 4294.59, + "returncode": 1, + "prompt_metrics": { + "chars": 16393, + "bytes_utf8": 16393, + "lines": 614, + "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_c/c11/artifacts/v2q_c11_d3b341e305880003/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d3b341e305880003/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..093b09a4321d7a6ffc72e2afdb18775546b4e021 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d3b341e305880003/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,614 @@ +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: c11 +- dataset_name: Connect 4 +- table_name: c11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 42 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 67557 +- important_fields: +- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1. +- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2. +- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3. +- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4. +- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5. +- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6. +- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1. +- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2. +- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3. +- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4. +- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5. +- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6. +- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1. +- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2. +- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3. +- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4. +- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5. +- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6. +- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1. +- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2. +- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3. +- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4. +- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5. +- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6. +- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1. +- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2. +- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3. +- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4. +- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5. +- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6. +- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1. +- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2. +- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3. +- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4. +- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5. +- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6. +- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1. +- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2. +- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3. +- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4. +- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5. +- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/26/connect-4 + +SQLite schema snapshot: +{ + "table_name": "c11", + "quoted_table_name": "\"c11\"", + "row_count": 67557, + "columns": [ + { + "name": "a1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "o", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "o", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "o", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "o", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "o", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c11", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=d6.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "d6", + "predicate_col": "d6", + "predicate_op": "=", + "predicate_value": "o", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d3b341e305880003/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d3b341e305880003/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..093b09a4321d7a6ffc72e2afdb18775546b4e021 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d3b341e305880003/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,614 @@ +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: c11 +- dataset_name: Connect 4 +- table_name: c11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 42 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 67557 +- important_fields: +- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1. +- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2. +- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3. +- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4. +- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5. +- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6. +- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1. +- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2. +- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3. +- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4. +- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5. +- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6. +- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1. +- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2. +- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3. +- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4. +- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5. +- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6. +- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1. +- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2. +- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3. +- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4. +- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5. +- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6. +- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1. +- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2. +- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3. +- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4. +- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5. +- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6. +- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1. +- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2. +- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3. +- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4. +- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5. +- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6. +- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1. +- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2. +- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3. +- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4. +- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5. +- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/26/connect-4 + +SQLite schema snapshot: +{ + "table_name": "c11", + "quoted_table_name": "\"c11\"", + "row_count": 67557, + "columns": [ + { + "name": "a1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "o", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "o", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "o", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "o", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "o", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c11", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=d6.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "d6", + "predicate_col": "d6", + "predicate_op": "=", + "predicate_value": "o", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d3b341e305880003/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d3b341e305880003/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ea050ae40e3e1e2e31bb2e5929beea3b8a8d517c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d3b341e305880003/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f1-adb4-71b1-801c-432b60039075"} +{"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_c/c11/artifacts/v2q_c11_d3b341e305880003/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d3b341e305880003/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c54208afc85fb145780b3d58685c318ac37634c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d3b341e305880003/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f1-c24d-7fd0-bcc5-2572881f7f69"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"d6\\\", COUNT(*) AS support\\nFROM \\\"c11\\\"\\nWHERE \\\"d6\\\" = 'o'\\nGROUP BY \\\"d6\\\"\\nORDER BY support DESC\\nLIMIT 14;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with fixed bindings: group_col=\\\"d6\\\", predicate_col=\\\"d6\\\", predicate_op=\\\"=\\\", predicate_value='o', top_k=14.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17516,"cached_input_tokens":16768,"output_tokens":223,"reasoning_output_tokens":114}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d3b341e305880003/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d3b341e305880003/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d3b341e305880003/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d3b341e305880003/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5f691204778bb7ece222db5c5bbf9916c271471c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d3b341e305880003/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=d6. +Result preview: [{"d6": "o", "support": 222}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d3b341e305880003/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d3b341e305880003/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..381a70474470d9ea1e20c5ac1b9c9f48efb706d6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d3b341e305880003/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: c11 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c11_d3b341e305880003 +-- problem_id: v2p_c11_591720df9abccb7f +-- realization_mode: agent +-- source_kind: agent +SELECT "d6", COUNT(*) AS support +FROM "c11" +WHERE "d6" = 'o' +GROUP BY "d6" +ORDER BY support DESC +LIMIT 14; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d3b341e305880003/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d3b341e305880003/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4e8aa5790d2be998d97e51e0009983fa3b3fd95b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d3b341e305880003/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"d6\", COUNT(*) AS support\nFROM \"c11\"\nWHERE \"d6\" = 'o'\nGROUP BY \"d6\"\nORDER BY support DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"d6\\\", COUNT(*) AS support\\nFROM \\\"c11\\\"\\nWHERE \\\"d6\\\" = 'o'\\nGROUP BY \\\"d6\\\"\\nORDER BY support DESC\\nLIMIT 14;\", \"columns\": [\"d6\", \"support\"], \"rows\": [{\"d6\": \"o\", \"support\": 222}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.59}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d3b341e305880003/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d3b341e305880003/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8314f7f707a8883d88c9fa8d27607a7cddfc43df --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d3b341e305880003/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "c11", + "started_at": "2026-05-19T15:54:00.717393+00:00", + "ended_at": "2026-05-19T15:54:12.877684+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c11_d3b341e305880003", + "problem_id": "v2p_c11_591720df9abccb7f", + "dataset_id": "c11", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=d6.", + "bindings": { + "group_col": "d6", + "predicate_col": "d6", + "predicate_op": "=", + "predicate_value": "o", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=109" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/sql/v2q_c11_d3b341e305880003.sql", + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_d3b341e305880003", + "api_calls": 0, + "input_tokens": 17516, + "cached_input_tokens": 16768, + "output_tokens": 223, + "total_tokens": 17739, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11143.0, + "sql_execution_elapsed_ms_total": 8.59, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d3b341e305880003/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d3b341e305880003/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d3b341e305880003/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fe7d3522e92e2f5fbb808ffaa2b790c489e47458 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d3b341e305880003/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:54:05.016911+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4294.59, "started_at": "2026-05-19T15:54:00.721604+00:00", "ended_at": "2026-05-19T15:54:05.016228+00:00", "prompt_metrics": {"chars": 16393, "bytes_utf8": 16393, "lines": 614, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f1-adb4-71b1-801c-432b60039075\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T15:54:12.867449+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 6848.41, "started_at": "2026-05-19T15:54:06.018206+00:00", "ended_at": "2026-05-19T15:54:12.866648+00:00", "prompt_metrics": {"chars": 16393, "bytes_utf8": 16393, "lines": 614, "estimated_tokens": null}, "response_metrics": {"chars": 363, "bytes_utf8": 363, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17516, "cached_input_tokens": 16768, "output_tokens": 223, "reasoning_output_tokens": 114}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"d6\\\", COUNT(*) AS support\\nFROM \\\"c11\\\"\\nWHERE \\\"d6\\\" = 'o'\\nGROUP BY \\\"d6\\\"\\nORDER BY support DESC\\nLIMIT 14;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with fixed bindings: group_col=\\\"d6\\\", predicate_col=\\\"d6\\\", predicate_op=\\\"=\\\", predicate_value='o', top_k=14.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d3b341e305880003/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d3b341e305880003/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..07b527d9eb7a3b40ec24fcf0a95ce931ae0a63e7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d3b341e305880003/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_d3b341e305880003", + "api_calls": 0, + "input_tokens": 17516, + "cached_input_tokens": 16768, + "output_tokens": 223, + "total_tokens": 17739, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11143.0, + "sql_execution_elapsed_ms_total": 8.59, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d3b341e305880003/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d4592ab6655897b6/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d4592ab6655897b6/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..88f60acc50c27f75d6623166ef1672d1fd5d67c6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d4592ab6655897b6/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16549, "bytes_utf8": 16549, "lines": 613, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 458, "bytes_utf8": 458, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17581, "cached_input_tokens": 16768, "output_tokens": 522, "reasoning_output_tokens": 376}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d4592ab6655897b6/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d4592ab6655897b6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d526a5a908f33e87314badc4448fa0abdab6ba9f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d4592ab6655897b6/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:47:23.707390+00:00", + "ended_at": "2026-05-19T15:47:35.490829+00:00", + "elapsed_ms": 11783.4, + "prompt_metrics": { + "chars": 16549, + "bytes_utf8": 16549, + "lines": 613, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 837, + "bytes_utf8": 837, + "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": 458, + "bytes_utf8": 458, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17581, + "cached_input_tokens": 16768, + "output_tokens": 522, + "reasoning_output_tokens": 376 + } + }, + "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_c/c11/artifacts/v2q_c11_d7eb4deafb2de4f6/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d7eb4deafb2de4f6/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b751c2283135e1e670d65ded08c25be5b2ac70d8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d7eb4deafb2de4f6/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16528, "bytes_utf8": 16528, "lines": 616, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "status": "failed", "error": "AI CLI command failed with exit code 1: "} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 16528, "bytes_utf8": 16528, "lines": 616, "estimated_tokens": null}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 365, "bytes_utf8": 365, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17547, "cached_input_tokens": 16768, "output_tokens": 327, "reasoning_output_tokens": 218}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d7eb4deafb2de4f6/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d7eb4deafb2de4f6/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e4e46d6b0d14fb1ea3a2d1c5429595eb333f152b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d7eb4deafb2de4f6/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_d7eb4deafb2de4f6", + "api_calls": 0, + "input_tokens": 17547, + "cached_input_tokens": 16768, + "output_tokens": 327, + "total_tokens": 17874, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13003.1, + "sql_execution_elapsed_ms_total": 11.6, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d7eb4deafb2de4f6/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d7eb4deafb2de4f6/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d7eb4deafb2de4f6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..68bcc90df7d80ed87138578371ac643f84b94ed8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d7eb4deafb2de4f6/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:58:45.388282+00:00", + "ended_at": "2026-05-19T15:58:49.041927+00:00", + "elapsed_ms": 3653.61, + "returncode": 1, + "prompt_metrics": { + "chars": 16528, + "bytes_utf8": 16528, + "lines": 616, + "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_c/c11/artifacts/v2q_c11_d7eb4deafb2de4f6/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d7eb4deafb2de4f6/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6b5bbb2bdb237c6724ded962d7a8972b44fa3913 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d7eb4deafb2de4f6/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:58:50.045164+00:00", + "ended_at": "2026-05-19T15:58:59.394699+00:00", + "elapsed_ms": 9349.49, + "prompt_metrics": { + "chars": 16528, + "bytes_utf8": 16528, + "lines": 616, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 721, + "bytes_utf8": 721, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 365, + "bytes_utf8": 365, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17547, + "cached_input_tokens": 16768, + "output_tokens": 327, + "reasoning_output_tokens": 218 + } + }, + "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_c/c11/artifacts/v2q_c11_d7eb4deafb2de4f6/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d7eb4deafb2de4f6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1e8956b832af89f4cf282256f601935eb12abe04 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d7eb4deafb2de4f6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,616 @@ +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: c11 +- dataset_name: Connect 4 +- table_name: c11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 42 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 67557 +- important_fields: +- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1. +- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2. +- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3. +- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4. +- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5. +- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6. +- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1. +- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2. +- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3. +- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4. +- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5. +- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6. +- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1. +- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2. +- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3. +- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4. +- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5. +- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6. +- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1. +- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2. +- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3. +- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4. +- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5. +- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6. +- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1. +- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2. +- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3. +- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4. +- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5. +- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6. +- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1. +- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2. +- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3. +- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4. +- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5. +- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6. +- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1. +- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2. +- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3. +- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4. +- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5. +- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/26/connect-4 + +SQLite schema snapshot: +{ + "table_name": "c11", + "quoted_table_name": "\"c11\"", + "row_count": 67557, + "columns": [ + { + "name": "a1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "o", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "o", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "o", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "o", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "o", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c11", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=b1.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "b1", + "predicate_col": "b1", + "predicate_op": "=", + "predicate_value": "x", + "entity_col": "b1", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d7eb4deafb2de4f6/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d7eb4deafb2de4f6/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1e8956b832af89f4cf282256f601935eb12abe04 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d7eb4deafb2de4f6/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,616 @@ +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: c11 +- dataset_name: Connect 4 +- table_name: c11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 42 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 67557 +- important_fields: +- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1. +- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2. +- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3. +- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4. +- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5. +- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6. +- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1. +- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2. +- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3. +- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4. +- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5. +- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6. +- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1. +- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2. +- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3. +- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4. +- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5. +- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6. +- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1. +- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2. +- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3. +- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4. +- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5. +- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6. +- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1. +- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2. +- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3. +- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4. +- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5. +- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6. +- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1. +- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2. +- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3. +- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4. +- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5. +- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6. +- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1. +- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2. +- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3. +- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4. +- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5. +- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/26/connect-4 + +SQLite schema snapshot: +{ + "table_name": "c11", + "quoted_table_name": "\"c11\"", + "row_count": 67557, + "columns": [ + { + "name": "a1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "o", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "o", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "o", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "o", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "o", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c11", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=b1.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "b1", + "predicate_col": "b1", + "predicate_op": "=", + "predicate_value": "x", + "entity_col": "b1", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d7eb4deafb2de4f6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d7eb4deafb2de4f6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c9477182c2070c403900f2b77e9a1ab2c235f89d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d7eb4deafb2de4f6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-05b6-7c70-a6bf-e2699bbe1df1"} +{"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_c/c11/artifacts/v2q_c11_d7eb4deafb2de4f6/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d7eb4deafb2de4f6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dbfc595952be0402cc8485b7fe220ae4f0778db5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d7eb4deafb2de4f6/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-05b6-7c70-a6bf-e2699bbe1df1"} +{"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_c/c11/artifacts/v2q_c11_d7eb4deafb2de4f6/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d7eb4deafb2de4f6/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..90b8cb8ba05f84c1d797da346c38584dca8e146e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d7eb4deafb2de4f6/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-17ce-7f50-8c62-60d9a9ae6fe6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"b1\\\", COUNT(DISTINCT \\\"b1\\\") AS distinct_entities\\nFROM \\\"c11\\\"\\nWHERE \\\"b1\\\" = 'x'\\nGROUP BY \\\"b1\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 10;\",\"notes\":\"Applied the required template with \\\"b1\\\" bound as group_col, entity_col, and predicate_col, using the predicate value 'x' and LIMIT 10.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17547,"cached_input_tokens":16768,"output_tokens":327,"reasoning_output_tokens":218}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d7eb4deafb2de4f6/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d7eb4deafb2de4f6/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b8c6cb27748e11eaacea03887541a8635ad5c419 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d7eb4deafb2de4f6/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"b1\", COUNT(DISTINCT \"b1\") AS distinct_entities\nFROM \"c11\"\nWHERE \"b1\" = 'x'\nGROUP BY \"b1\"\nORDER BY distinct_entities DESC\nLIMIT 10;","notes":"Applied the required template with \"b1\" bound as group_col, entity_col, and predicate_col, using the predicate value 'x' and LIMIT 10."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d7eb4deafb2de4f6/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d7eb4deafb2de4f6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d7eb4deafb2de4f6/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d7eb4deafb2de4f6/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d8655b965384bf7e/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d8655b965384bf7e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..207a597601adab667dc8f19adb3db600db2dc4f9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d8655b965384bf7e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16504, "bytes_utf8": 16504, "lines": 615, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 376, "bytes_utf8": 376, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17567, "cached_input_tokens": 16768, "output_tokens": 345, "reasoning_output_tokens": 223}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d8655b965384bf7e/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d8655b965384bf7e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..216c899b982db009ddd50b467dcbf58ba6881410 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d8655b965384bf7e/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_d8655b965384bf7e", + "api_calls": 0, + "input_tokens": 17567, + "cached_input_tokens": 16768, + "output_tokens": 345, + "total_tokens": 17912, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15059.45, + "sql_execution_elapsed_ms_total": 52.77, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d8655b965384bf7e/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d8655b965384bf7e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d8655b965384bf7e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..849b14a214792e9ffc443ed98239b09839bf3e70 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d8655b965384bf7e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:50:40.775793+00:00", + "ended_at": "2026-05-19T15:50:55.835265+00:00", + "elapsed_ms": 15059.45, + "prompt_metrics": { + "chars": 16504, + "bytes_utf8": 16504, + "lines": 615, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1072, + "bytes_utf8": 1072, + "lines": 5, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 376, + "bytes_utf8": 376, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17567, + "cached_input_tokens": 16768, + "output_tokens": 345, + "reasoning_output_tokens": 223 + } + }, + "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_c/c11/artifacts/v2q_c11_d8655b965384bf7e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d8655b965384bf7e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..59864f1dfdc9750dafdaeaee9d3e89879ac12da1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d8655b965384bf7e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,615 @@ +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: c11 +- dataset_name: Connect 4 +- table_name: c11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 42 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 67557 +- important_fields: +- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1. +- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2. +- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3. +- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4. +- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5. +- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6. +- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1. +- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2. +- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3. +- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4. +- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5. +- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6. +- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1. +- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2. +- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3. +- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4. +- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5. +- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6. +- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1. +- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2. +- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3. +- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4. +- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5. +- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6. +- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1. +- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2. +- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3. +- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4. +- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5. +- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6. +- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1. +- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2. +- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3. +- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4. +- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5. +- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6. +- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1. +- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2. +- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3. +- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4. +- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5. +- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/26/connect-4 + +SQLite schema snapshot: +{ + "table_name": "c11", + "quoted_table_name": "\"c11\"", + "row_count": 67557, + "columns": [ + { + "name": "a1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "o", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "o", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "o", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "o", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "o", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c11", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=a3, group_col_2=d1, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "a3", + "group_col_2": "d1", + "target_col": "class", + "target_value": "draw", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d8655b965384bf7e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d8655b965384bf7e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7a5a5ce4424c58ba69fb740e9d21ce168503b9d8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d8655b965384bf7e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40ee-a0ae-77a0-a150-db05ee904902"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 18202. Please try again in 546ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"a3\\\", \\\"d1\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'draw' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a3\\\", \\\"d1\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Uses the planned Two-Axis Target Rate Surface template with group_col=a3, group_col_2=d1, and target_col=class for the target value 'draw'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17567,"cached_input_tokens":16768,"output_tokens":345,"reasoning_output_tokens":223}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d8655b965384bf7e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d8655b965384bf7e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d4337285c275deac589b6c3f9941ab75560e435e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d8655b965384bf7e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"a3\", \"d1\",\n AVG(CASE WHEN \"class\" = 'draw' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c11\"\nGROUP BY \"a3\", \"d1\"\nORDER BY \"target_rate\" DESC;","notes":"Uses the planned Two-Axis Target Rate Surface template with group_col=a3, group_col_2=d1, and target_col=class for the target value 'draw'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d8655b965384bf7e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d8655b965384bf7e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_dbf3244be1e7b16b/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_dbf3244be1e7b16b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8b34fd1922f0e372937275258860940b9d57cfbb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_dbf3244be1e7b16b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=a2, group_col_2=c1. +Result preview: [{"a2": "b", "c1": "b", "row_count": 1236}, {"a2": "b", "c1": "x", "row_count": 896}, {"a2": "b", "c1": "o", "row_count": 631}, {"a2": "x", "c1": "b", "row_count": 195}, {"a2": "o", "c1": "b", "row_count": 183}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_dbf3244be1e7b16b/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_dbf3244be1e7b16b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7276069d40b592e759c8f2b41ee64c22e38ec8fc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_dbf3244be1e7b16b/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: c11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c11_dbf3244be1e7b16b +-- problem_id: v2p_c11_08a37491108847f4 +-- realization_mode: agent +-- source_kind: agent +SELECT "a2", "c1", COUNT(*) AS row_count +FROM "c11" +WHERE "b4" = 'o' +GROUP BY "a2", "c1" +ORDER BY row_count DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_dbf3244be1e7b16b/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_dbf3244be1e7b16b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dfb4bcaebb2ac1a35e9e6e3312e137b68451330f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_dbf3244be1e7b16b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"a2\", \"c1\", COUNT(*) AS row_count\nFROM \"c11\"\nWHERE \"b4\" = 'o'\nGROUP BY \"a2\", \"c1\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"a2\\\", \\\"c1\\\", COUNT(*) AS row_count\\nFROM \\\"c11\\\"\\nWHERE \\\"b4\\\" = 'o'\\nGROUP BY \\\"a2\\\", \\\"c1\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"a2\", \"c1\", \"row_count\"], \"rows\": [{\"a2\": \"b\", \"c1\": \"b\", \"row_count\": 1236}, {\"a2\": \"b\", \"c1\": \"x\", \"row_count\": 896}, {\"a2\": \"b\", \"c1\": \"o\", \"row_count\": 631}, {\"a2\": \"x\", \"c1\": \"b\", \"row_count\": 195}, {\"a2\": \"o\", \"c1\": \"b\", \"row_count\": 183}, {\"a2\": \"x\", \"c1\": \"o\", \"row_count\": 47}, {\"a2\": \"o\", \"c1\": \"x\", \"row_count\": 46}, {\"a2\": \"x\", \"c1\": \"x\", \"row_count\": 45}, {\"a2\": \"o\", \"c1\": \"o\", \"row_count\": 30}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.64}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_dbf3244be1e7b16b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_dbf3244be1e7b16b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..82aad1d688446e0ee64eb1cd8eaf48427477ce16 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_dbf3244be1e7b16b/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "c11", + "started_at": "2026-05-19T15:38:54.147623+00:00", + "ended_at": "2026-05-19T15:39:05.561488+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c11_dbf3244be1e7b16b", + "problem_id": "v2p_c11_08a37491108847f4", + "dataset_id": "c11", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=a2, group_col_2=c1.", + "bindings": { + "group_col": "a2", + "group_col_2": "c1", + "predicate_col": "b4", + "predicate_op": "=", + "predicate_value": "o", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=1/1", + "binding_index=52" + ], + "template_selection_mode": "rule", + "selected_template_rank": 5, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/sql/v2q_c11_dbf3244be1e7b16b.sql", + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_dbf3244be1e7b16b", + "api_calls": 0, + "input_tokens": 17559, + "cached_input_tokens": 16768, + "output_tokens": 297, + "total_tokens": 17856, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11399.04, + "sql_execution_elapsed_ms_total": 8.64, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_dbf3244be1e7b16b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_dbf3244be1e7b16b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_dbf3244be1e7b16b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d4d3eeee514915a1e2214bbfe1abd2a44a32be08 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_dbf3244be1e7b16b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:39:05.551558+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11399.04, "started_at": "2026-05-19T15:38:54.151201+00:00", "ended_at": "2026-05-19T15:39:05.550265+00:00", "prompt_metrics": {"chars": 16506, "bytes_utf8": 16506, "lines": 616, "estimated_tokens": null}, "response_metrics": {"chars": 335, "bytes_utf8": 335, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17559, "cached_input_tokens": 16768, "output_tokens": 297, "reasoning_output_tokens": 187}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"a2\\\", \\\"c1\\\", COUNT(*) AS row_count\\nFROM \\\"c11\\\"\\nWHERE \\\"b4\\\" = 'o'\\nGROUP BY \\\"a2\\\", \\\"c1\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Applied the provided filtered two-dimensional group count template with group_col=\\\"a2\\\", group_col_2=\\\"c1\\\", and predicate \\\"b4\\\" = 'o'.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_dbf3244be1e7b16b/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_dbf3244be1e7b16b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f79abc4d1fcb126c1fe7634ef609f08c614e3ffe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_dbf3244be1e7b16b/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_dbf3244be1e7b16b", + "api_calls": 0, + "input_tokens": 17559, + "cached_input_tokens": 16768, + "output_tokens": 297, + "total_tokens": 17856, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11399.04, + "sql_execution_elapsed_ms_total": 8.64, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_dbf3244be1e7b16b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_dd91f538d87def26/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_dd91f538d87def26/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..98784292510fc70a778c8c3930a67fb54f7dc716 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_dd91f538d87def26/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "b", "support": 24982, "support_share": 0.3697914353804935, "cumulative_support": 24982}, {"value_label": "x", "support": 22251, "support_share": 0.3293663128913362, "cumulative_support": 47233}, {"value_label": "o", "support": 20324, "support_share": 0.3008422517281703, "cumulative_support": 67557}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_dd91f538d87def26/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_dd91f538d87def26/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7c5781313d4767efc6e2c81eb8e770d239507d57 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_dd91f538d87def26/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: c11 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c11_dd91f538d87def26 +-- problem_id: v2p_c11_2188d7eb382dd55a +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "a1" AS value_label, COUNT(*) AS support + FROM "c11" + GROUP BY "a1" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_dd91f538d87def26/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_dd91f538d87def26/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..154a17e5d38249f8473c9e8e4c76240cef6f84a6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_dd91f538d87def26/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_c\n-- sql_source_dataset_id: c11\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_c11_dd91f538d87def26\n-- problem_id: v2p_c11_2188d7eb382dd55a\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"a1\" AS value_label, COUNT(*) AS support\n FROM \"c11\"\n GROUP BY \"a1\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_c\\n-- sql_source_dataset_id: c11\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_c11_dd91f538d87def26\\n-- problem_id: v2p_c11_2188d7eb382dd55a\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"a1\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c11\\\"\\n GROUP BY \\\"a1\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"b\", \"support\": 24982, \"support_share\": 0.3697914353804935, \"cumulative_support\": 24982}, {\"value_label\": \"x\", \"support\": 22251, \"support_share\": 0.3293663128913362, \"cumulative_support\": 47233}, {\"value_label\": \"o\", \"support\": 20324, \"support_share\": 0.3008422517281703, \"cumulative_support\": 67557}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 25.33}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_dd91f538d87def26/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_dd91f538d87def26/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1e2a303daa3c66525bdef19da6f2b2e6e97d3fb8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_dd91f538d87def26/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "c11", + "started_at": "2026-05-19T16:00:12.490395+00:00", + "ended_at": "2026-05-19T16:00:12.517389+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c11_dd91f538d87def26", + "problem_id": "v2p_c11_2188d7eb382dd55a", + "dataset_id": "c11", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=a1.", + "bindings": { + "group_col": "a1" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=1", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/sql/v2q_c11_dd91f538d87def26.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_dd91f538d87def26/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_dd91f538d87def26/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_dd91f538d87def26/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ddd9aa5af4500632/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ddd9aa5af4500632/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..42136fa8051f2f9320db28526193177d51228ef5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ddd9aa5af4500632/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=e3. +Result preview: [{"e3": "x", "support": 2789}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ddd9aa5af4500632/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ddd9aa5af4500632/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..03e1dc09d18ec7681a1b921096851d3f16c2077f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ddd9aa5af4500632/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: c11 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c11_ddd9aa5af4500632 +-- problem_id: v2p_c11_f57a4aba66d22784 +-- realization_mode: agent +-- source_kind: agent +SELECT "e3", COUNT(*) AS support +FROM "c11" +WHERE "e3" = 'x' +GROUP BY "e3" +ORDER BY support DESC +LIMIT 12; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ddd9aa5af4500632/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ddd9aa5af4500632/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c0c7b13a12da9018f9f3066c24eb7e2e57b30284 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ddd9aa5af4500632/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"e3\", COUNT(*) AS support\nFROM \"c11\"\nWHERE \"e3\" = 'x'\nGROUP BY \"e3\"\nORDER BY support DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"e3\\\", COUNT(*) AS support\\nFROM \\\"c11\\\"\\nWHERE \\\"e3\\\" = 'x'\\nGROUP BY \\\"e3\\\"\\nORDER BY support DESC\\nLIMIT 12;\", \"columns\": [\"e3\", \"support\"], \"rows\": [{\"e3\": \"x\", \"support\": 2789}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.71}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ddd9aa5af4500632/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ddd9aa5af4500632/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9dd779b229eb0025e824aafc1f51585e0ead8e4e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ddd9aa5af4500632/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "c11", + "started_at": "2026-05-19T15:54:56.915660+00:00", + "ended_at": "2026-05-19T15:55:05.110783+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c11_ddd9aa5af4500632", + "problem_id": "v2p_c11_f57a4aba66d22784", + "dataset_id": "c11", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=e3.", + "bindings": { + "group_col": "e3", + "predicate_col": "e3", + "predicate_op": "=", + "predicate_value": "x", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=112" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/sql/v2q_c11_ddd9aa5af4500632.sql", + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_ddd9aa5af4500632", + "api_calls": 0, + "input_tokens": 17514, + "cached_input_tokens": 16768, + "output_tokens": 305, + "total_tokens": 17819, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8177.15, + "sql_execution_elapsed_ms_total": 10.71, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ddd9aa5af4500632/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ddd9aa5af4500632/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ddd9aa5af4500632/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cf4ce504dbbe81d3419d9a57df33b0b1bffb23f3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ddd9aa5af4500632/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:55:05.098351+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 8177.15, "started_at": "2026-05-19T15:54:56.920376+00:00", "ended_at": "2026-05-19T15:55:05.097545+00:00", "prompt_metrics": {"chars": 16392, "bytes_utf8": 16392, "lines": 614, "estimated_tokens": null}, "response_metrics": {"chars": 304, "bytes_utf8": 304, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17514, "cached_input_tokens": 16768, "output_tokens": 305, "reasoning_output_tokens": 209}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"e3\\\", COUNT(*) AS support\\nFROM \\\"c11\\\"\\nWHERE \\\"e3\\\" = 'x'\\nGROUP BY \\\"e3\\\"\\nORDER BY support DESC\\nLIMIT 12;\",\"notes\":\"Applied the provided Filtered Top-k Group Count template with group_col=\\\"e3\\\" and predicate \\\"e3\\\" = 'x'.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ddd9aa5af4500632/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ddd9aa5af4500632/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1fd397de9a2f372863cd27f138927cf935962e01 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ddd9aa5af4500632/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_ddd9aa5af4500632", + "api_calls": 0, + "input_tokens": 17514, + "cached_input_tokens": 16768, + "output_tokens": 305, + "total_tokens": 17819, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8177.15, + "sql_execution_elapsed_ms_total": 10.71, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ddd9aa5af4500632/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_de432f41a4481279/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_de432f41a4481279/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3cd891a7e4f96523dd7bb6457c92c614a8c2479c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_de432f41a4481279/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16551, "bytes_utf8": 16551, "lines": 613, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 431, "bytes_utf8": 431, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17581, "cached_input_tokens": 16768, "output_tokens": 278, "reasoning_output_tokens": 139}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_de432f41a4481279/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_de432f41a4481279/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f4162257f923fc950ab620f3dee7892c41d73f0e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_de432f41a4481279/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_de432f41a4481279", + "api_calls": 0, + "input_tokens": 17581, + "cached_input_tokens": 16768, + "output_tokens": 278, + "total_tokens": 17859, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8024.15, + "sql_execution_elapsed_ms_total": 31.78, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_de432f41a4481279/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_de432f41a4481279/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_de432f41a4481279/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ded52b0756b622731f5d309f6cb52b13892f0b05 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_de432f41a4481279/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:48:03.716211+00:00", + "ended_at": "2026-05-19T15:48:11.740392+00:00", + "elapsed_ms": 8024.15, + "prompt_metrics": { + "chars": 16551, + "bytes_utf8": 16551, + "lines": 613, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 790, + "bytes_utf8": 790, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 431, + "bytes_utf8": 431, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17581, + "cached_input_tokens": 16768, + "output_tokens": 278, + "reasoning_output_tokens": 139 + } + }, + "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_c/c11/artifacts/v2q_c11_de432f41a4481279/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_de432f41a4481279/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6bb7449722b402455b659c8e162dd479f1d78438 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_de432f41a4481279/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,613 @@ +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: c11 +- dataset_name: Connect 4 +- table_name: c11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 42 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 67557 +- important_fields: +- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1. +- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2. +- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3. +- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4. +- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5. +- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6. +- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1. +- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2. +- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3. +- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4. +- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5. +- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6. +- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1. +- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2. +- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3. +- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4. +- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5. +- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6. +- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1. +- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2. +- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3. +- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4. +- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5. +- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6. +- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1. +- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2. +- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3. +- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4. +- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5. +- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6. +- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1. +- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2. +- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3. +- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4. +- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5. +- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6. +- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1. +- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2. +- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3. +- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4. +- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5. +- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/26/connect-4 + +SQLite schema snapshot: +{ + "table_name": "c11", + "quoted_table_name": "\"c11\"", + "row_count": 67557, + "columns": [ + { + "name": "a1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "o", + "c3": "b", + "c4": "b", + "c5": "b", 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+ "b1": "o", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "o", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "o", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c11", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=a4, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "a4", + "target_col": "class", + "target_value": "draw", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_de432f41a4481279/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_de432f41a4481279/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..46f77a54d1de7a061632ce8c9cbfc969d649d20e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_de432f41a4481279/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ec-3b6a-71b0-930d-f92a3aa6ae0a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"a4\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'draw' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a4\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 19;\",\"notes\":\"Uses template tpl_tail_target_rate_extremes_v2 with group_col=\\\"a4\\\", target_col=\\\"class\\\", target_value='draw', min_support=4, and top_k=19.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17581,"cached_input_tokens":16768,"output_tokens":278,"reasoning_output_tokens":139}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_de432f41a4481279/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_de432f41a4481279/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d3b6ed6b7b5eb5d8f8dde28d032a4f9ec5753459 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_de432f41a4481279/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"a4\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'draw' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c11\"\nGROUP BY \"a4\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 19;","notes":"Uses template tpl_tail_target_rate_extremes_v2 with group_col=\"a4\", target_col=\"class\", target_value='draw', min_support=4, and top_k=19."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_de432f41a4481279/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_de432f41a4481279/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_df18000ec30ab4f4/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_df18000ec30ab4f4/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b2382980b40ce86843fd81d631431f0e5ecb2a56 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_df18000ec30ab4f4/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 17028, "bytes_utf8": 17028, "lines": 615, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 743, "bytes_utf8": 743, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17674, "cached_input_tokens": 16768, "output_tokens": 536, "reasoning_output_tokens": 344}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_df18000ec30ab4f4/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_df18000ec30ab4f4/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..54eaa44cc1944095ba578b1a3a71f25a49e318cf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_df18000ec30ab4f4/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_df18000ec30ab4f4", + "api_calls": 0, + "input_tokens": 17674, + "cached_input_tokens": 16768, + "output_tokens": 536, + "total_tokens": 18210, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13316.1, + "sql_execution_elapsed_ms_total": 41.48, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_df18000ec30ab4f4/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_df18000ec30ab4f4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_df18000ec30ab4f4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bf59425de2b2823593d91e75325555d4287ffc85 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_df18000ec30ab4f4/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:37:31.791184+00:00", + "ended_at": "2026-05-19T15:37:45.107318+00:00", + "elapsed_ms": 13316.1, + "prompt_metrics": { + "chars": 17028, + "bytes_utf8": 17028, + "lines": 615, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1112, + "bytes_utf8": 1112, + "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": 743, + "bytes_utf8": 743, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17674, + "cached_input_tokens": 16768, + "output_tokens": 536, + "reasoning_output_tokens": 344 + } + }, + "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_c/c11/artifacts/v2q_c11_df18000ec30ab4f4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_df18000ec30ab4f4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..618400bcf044556e531fc8696288421b44ccaa2d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_df18000ec30ab4f4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,615 @@ +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: c11 +- dataset_name: Connect 4 +- table_name: c11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 42 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 67557 +- important_fields: +- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1. +- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2. +- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3. +- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4. +- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5. +- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6. +- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1. +- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2. +- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3. +- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4. +- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5. +- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6. +- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1. +- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2. +- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3. +- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4. +- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5. +- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6. +- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1. +- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2. +- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3. +- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4. +- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5. +- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6. +- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1. +- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2. +- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3. +- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4. +- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5. +- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6. +- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1. +- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2. +- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3. +- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4. +- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5. +- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6. +- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1. +- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2. +- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3. +- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4. +- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5. +- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/26/connect-4 + +SQLite schema snapshot: +{ + "table_name": "c11", + "quoted_table_name": "\"c11\"", + "row_count": 67557, + "columns": [ + { + "name": "a1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "o", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "o", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "o", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "o", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "o", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c11", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=class, condition_col=class.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "class", + "condition_col": "class", + "condition_value": "win", + "positive_value": "win", + "negative_value": "loss", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_df18000ec30ab4f4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_df18000ec30ab4f4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..972a615af619d0d36da340d82c8db254595154df --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_df18000ec30ab4f4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e2-96a8-7021-975e-5ce5eecec3ee"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"class\\\",\\n SUM(CASE WHEN \\\"class\\\" = 'win' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"class\\\" = 'loss' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c11\\\"\\n GROUP BY \\\"class\\\"\\n)\\nSELECT \\\"class\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the requested grouped-ratio template with group_col=\\\"class\\\" and condition_col=\\\"class\\\". Because the grouping and condition use the same column, each class group only counts itself; groups with no 'loss' rows in-group will produce NULL ratios via NULLIF.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17674,"cached_input_tokens":16768,"output_tokens":536,"reasoning_output_tokens":344}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_df18000ec30ab4f4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_df18000ec30ab4f4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7c5f0cb8414c6ee3a98b611c21363b763e21de7f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_df18000ec30ab4f4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"class\",\n SUM(CASE WHEN \"class\" = 'win' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"class\" = 'loss' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c11\"\n GROUP BY \"class\"\n)\nSELECT \"class\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applied the requested grouped-ratio template with group_col=\"class\" and condition_col=\"class\". Because the grouping and condition use the same column, each class group only counts itself; groups with no 'loss' rows in-group will produce NULL ratios via NULLIF."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_df18000ec30ab4f4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_df18000ec30ab4f4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_df18000ec30ab4f4/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_df18000ec30ab4f4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f4204f775bc5cf16aab574876028052d6374d335 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_df18000ec30ab4f4/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=class, condition_col=class. +Result preview: [{"class": "loss", "condition_ratio": 0.0}, {"class": "draw", "condition_ratio": null}, {"class": "win", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_df18000ec30ab4f4/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_df18000ec30ab4f4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..538b010be177b6911bf0aa8b5ef26631a28228f7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_df18000ec30ab4f4/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: c11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c11_df18000ec30ab4f4 +-- problem_id: v2p_c11_c8263f8311c09710 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "class", + SUM(CASE WHEN "class" = 'win' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "class" = 'loss' THEN 1 ELSE 0 END) AS denominator_count + FROM "c11" + GROUP BY "class" +) +SELECT "class", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_df18000ec30ab4f4/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_df18000ec30ab4f4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a54db1ec859cbe0fba848ae777fc81b6bdbeab9b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_df18000ec30ab4f4/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"class\",\n SUM(CASE WHEN \"class\" = 'win' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"class\" = 'loss' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c11\"\n GROUP BY \"class\"\n)\nSELECT \"class\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"class\\\",\\n SUM(CASE WHEN \\\"class\\\" = 'win' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"class\\\" = 'loss' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c11\\\"\\n GROUP BY \\\"class\\\"\\n)\\nSELECT \\\"class\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"class\", \"condition_ratio\"], \"rows\": [{\"class\": \"loss\", \"condition_ratio\": 0.0}, {\"class\": \"draw\", \"condition_ratio\": null}, {\"class\": \"win\", \"condition_ratio\": null}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 41.48}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_df18000ec30ab4f4/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_df18000ec30ab4f4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d9baa10d0bbf7143e97a66c5a558c253b96b6811 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_df18000ec30ab4f4/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "c11", + "started_at": "2026-05-19T15:37:31.786975+00:00", + "ended_at": "2026-05-19T15:37:45.151613+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c11_df18000ec30ab4f4", + "problem_id": "v2p_c11_c8263f8311c09710", + "dataset_id": "c11", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=class, condition_col=class.", + "bindings": { + "group_col": "class", + "condition_col": "class", + "condition_value": "win", + "positive_value": "win", + "negative_value": "loss", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=1/1", + "binding_index=42" + ], + "template_selection_mode": "rule", + "selected_template_rank": 4, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/sql/v2q_c11_df18000ec30ab4f4.sql", + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_df18000ec30ab4f4", + "api_calls": 0, + "input_tokens": 17674, + "cached_input_tokens": 16768, + "output_tokens": 536, + "total_tokens": 18210, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13316.1, + "sql_execution_elapsed_ms_total": 41.48, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_df18000ec30ab4f4/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_df18000ec30ab4f4/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_df18000ec30ab4f4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d35cdde15076bea1a74e75fd3c2384681f073c7b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_df18000ec30ab4f4/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:37:45.108348+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13316.1, "started_at": "2026-05-19T15:37:31.791184+00:00", "ended_at": "2026-05-19T15:37:45.107318+00:00", "prompt_metrics": {"chars": 17028, "bytes_utf8": 17028, "lines": 615, "estimated_tokens": null}, "response_metrics": {"chars": 743, "bytes_utf8": 743, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17674, "cached_input_tokens": 16768, "output_tokens": 536, "reasoning_output_tokens": 344}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"class\\\",\\n SUM(CASE WHEN \\\"class\\\" = 'win' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"class\\\" = 'loss' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c11\\\"\\n GROUP BY \\\"class\\\"\\n)\\nSELECT \\\"class\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the requested grouped-ratio template with group_col=\\\"class\\\" and condition_col=\\\"class\\\". Because the grouping and condition use the same column, each class group only counts itself; groups with no 'loss' rows in-group will produce NULL ratios via NULLIF.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_df18000ec30ab4f4/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_df18000ec30ab4f4/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7a515868fbf3cc64c2e009d10fe5ae1953bc4898 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_df18000ec30ab4f4/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_df18000ec30ab4f4", + "api_calls": 0, + "input_tokens": 17674, + "cached_input_tokens": 16768, + "output_tokens": 536, + "total_tokens": 18210, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13316.1, + "sql_execution_elapsed_ms_total": 41.48, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_df18000ec30ab4f4/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_df75ef83d981174d/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_df75ef83d981174d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d7b0cc3a57887037cc80259e0f824637cbcb5cc8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_df75ef83d981174d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16501, "bytes_utf8": 16501, "lines": 615, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 389, "bytes_utf8": 389, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17568, "cached_input_tokens": 12032, "output_tokens": 350, "reasoning_output_tokens": 231}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_df75ef83d981174d/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_df75ef83d981174d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a1d931dc8b8835bb54ce6d6b3ea47f0ccfc72917 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_df75ef83d981174d/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_df75ef83d981174d", + "api_calls": 0, + "input_tokens": 17568, + "cached_input_tokens": 12032, + "output_tokens": 350, + "total_tokens": 17918, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8918.41, + "sql_execution_elapsed_ms_total": 50.94, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_df75ef83d981174d/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_df75ef83d981174d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_df75ef83d981174d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3ff73e5852cde34309bd81e1fb4204351a85fefb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_df75ef83d981174d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:51:48.084848+00:00", + "ended_at": "2026-05-19T15:51:57.003290+00:00", + "elapsed_ms": 8918.41, + "prompt_metrics": { + "chars": 16501, + "bytes_utf8": 16501, + "lines": 615, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 756, + "bytes_utf8": 756, + "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": 389, + "bytes_utf8": 389, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17568, + "cached_input_tokens": 12032, + "output_tokens": 350, + "reasoning_output_tokens": 231 + } + }, + "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_c/c11/artifacts/v2q_c11_df75ef83d981174d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_df75ef83d981174d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..610f860a599882fc7adc9ae6f7b42fd6e5fd97af --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_df75ef83d981174d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,615 @@ +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: c11 +- dataset_name: Connect 4 +- table_name: c11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 42 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 67557 +- important_fields: +- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1. +- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2. +- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3. +- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4. +- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5. +- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6. +- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1. +- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2. +- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3. +- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4. +- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5. +- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6. +- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1. +- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2. +- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3. +- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4. +- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5. +- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6. +- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1. +- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2. +- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3. +- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4. +- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5. +- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6. +- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1. +- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2. +- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3. +- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4. +- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5. +- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6. +- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1. +- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2. +- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3. +- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4. +- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5. +- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6. +- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1. +- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2. +- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3. +- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4. +- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5. +- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/26/connect-4 + +SQLite schema snapshot: +{ + "table_name": "c11", + "quoted_table_name": "\"c11\"", + "row_count": 67557, + "columns": [ + { + "name": "a1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "o", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "o", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "o", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "o", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "o", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c11", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=a3, group_col_2=d4, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "a3", + "group_col_2": "d4", + "target_col": "class", + "target_value": "draw", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_df75ef83d981174d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_df75ef83d981174d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..40da4592543c7a7b4b1094196185025b4348653a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_df75ef83d981174d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ef-a778-7650-bdc3-a493847e2fd6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"a3\\\", \\\"d4\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'draw' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a3\\\", \\\"d4\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Uses the requested Two-Axis Target Rate Surface template with \\\"a3\\\" and \\\"d4\\\", measuring the proportion of rows where \\\"class\\\" = 'draw' for each combination.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17568,"cached_input_tokens":12032,"output_tokens":350,"reasoning_output_tokens":231}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_df75ef83d981174d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_df75ef83d981174d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1d4c865ed07174b051df50d45847fdc8cb90455f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_df75ef83d981174d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"a3\", \"d4\",\n AVG(CASE WHEN \"class\" = 'draw' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c11\"\nGROUP BY \"a3\", \"d4\"\nORDER BY target_rate DESC;","notes":"Uses the requested Two-Axis Target Rate Surface template with \"a3\" and \"d4\", measuring the proportion of rows where \"class\" = 'draw' for each combination."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_df75ef83d981174d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_df75ef83d981174d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e0de50822d45f21f/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e0de50822d45f21f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..aa7ddb1a5470ad0e74263888503838eccde174bd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e0de50822d45f21f/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16501, "bytes_utf8": 16501, "lines": 615, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 362, "bytes_utf8": 362, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17568, "cached_input_tokens": 16768, "output_tokens": 255, "reasoning_output_tokens": 137}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e0de50822d45f21f/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e0de50822d45f21f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4fabde3ed6dbc66134054f0d7aee7bd750ca0987 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e0de50822d45f21f/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_e0de50822d45f21f", + "api_calls": 0, + "input_tokens": 17568, + "cached_input_tokens": 16768, + "output_tokens": 255, + "total_tokens": 17823, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8630.74, + "sql_execution_elapsed_ms_total": 46.6, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e0de50822d45f21f/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e0de50822d45f21f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e0de50822d45f21f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a3ec4c48a1d448541207c0aea03d782e35498627 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e0de50822d45f21f/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:52:31.403507+00:00", + "ended_at": "2026-05-19T15:52:40.034278+00:00", + "elapsed_ms": 8630.74, + "prompt_metrics": { + "chars": 16501, + "bytes_utf8": 16501, + "lines": 615, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 729, + "bytes_utf8": 729, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 362, + "bytes_utf8": 362, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17568, + "cached_input_tokens": 16768, + "output_tokens": 255, + "reasoning_output_tokens": 137 + } + }, + "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_c/c11/artifacts/v2q_c11_e0de50822d45f21f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e0de50822d45f21f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..391121223e3c899b1dcb900751c134036cec9c56 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e0de50822d45f21f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,615 @@ +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: c11 +- dataset_name: Connect 4 +- table_name: c11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 42 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 67557 +- important_fields: +- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1. +- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2. +- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3. +- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4. +- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5. +- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6. +- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1. +- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2. +- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3. +- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4. +- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5. +- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6. +- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1. +- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2. +- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3. +- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4. +- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5. +- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6. +- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1. +- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2. +- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3. +- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4. +- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5. +- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6. +- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1. +- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2. +- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3. +- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4. +- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5. +- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6. +- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1. +- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2. +- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3. +- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4. +- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5. +- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6. +- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1. +- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2. +- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3. +- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4. +- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5. +- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/26/connect-4 + +SQLite schema snapshot: +{ + "table_name": "c11", + "quoted_table_name": "\"c11\"", + "row_count": 67557, + "columns": [ + { + "name": "a1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "o", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "o", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "o", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "o", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "o", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c11", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=a3, group_col_2=d6, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "a3", + "group_col_2": "d6", + "target_col": "class", + "target_value": "loss", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e0de50822d45f21f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e0de50822d45f21f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..286a26ed2e380b9cdaca9c7830f180471b8b2025 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e0de50822d45f21f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f0-50cb-78c3-86d5-28d62f492963"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"a3\\\", \\\"d6\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'loss' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a3\\\", \\\"d6\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Applied template tpl_c2_two_dim_target_rate with group_col=\\\"a3\\\", group_col_2=\\\"d6\\\", target_col=\\\"class\\\", and target_value='loss'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17568,"cached_input_tokens":16768,"output_tokens":255,"reasoning_output_tokens":137}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e0de50822d45f21f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e0de50822d45f21f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e62fe6923eeb14003fe80afce0c4a44812824776 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e0de50822d45f21f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"a3\", \"d6\",\n AVG(CASE WHEN \"class\" = 'loss' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c11\"\nGROUP BY \"a3\", \"d6\"\nORDER BY target_rate DESC;","notes":"Applied template tpl_c2_two_dim_target_rate with group_col=\"a3\", group_col_2=\"d6\", target_col=\"class\", and target_value='loss'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e0de50822d45f21f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e0de50822d45f21f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e0de50822d45f21f/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e0de50822d45f21f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c38b1f6a861452d7bc49def9fe9ff1055d6c1f46 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e0de50822d45f21f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=a3, group_col_2=d6, target_col=class. +Result preview: [{"a3": "b", "d6": "x", "target_rate": 0.3}, {"a3": "x", "d6": "b", "target_rate": 0.25953941838964534}, {"a3": "b", "d6": "b", "target_rate": 0.24843241671361843}, {"a3": "b", "d6": "o", "target_rate": 0.22522522522522523}, {"a3": "o", "d6": "b", "target_rate": 0.21434262948207172}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e0de50822d45f21f/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e0de50822d45f21f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a89d0904b17ad4e0ff33d42a64bb09e46f739ca2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e0de50822d45f21f/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: c11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c11_e0de50822d45f21f +-- problem_id: v2p_c11_b710c9d653687602 +-- realization_mode: agent +-- source_kind: agent +SELECT "a3", "d6", + AVG(CASE WHEN "class" = 'loss' THEN 1 ELSE 0 END) AS target_rate +FROM "c11" +GROUP BY "a3", "d6" +ORDER BY target_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e0de50822d45f21f/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e0de50822d45f21f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e6bc503dc6901940121d20a17d3ca9bba4dff52a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e0de50822d45f21f/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"a3\", \"d6\",\n AVG(CASE WHEN \"class\" = 'loss' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c11\"\nGROUP BY \"a3\", \"d6\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"a3\\\", \\\"d6\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'loss' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a3\\\", \\\"d6\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"a3\", \"d6\", \"target_rate\"], \"rows\": [{\"a3\": \"b\", \"d6\": \"x\", \"target_rate\": 0.3}, {\"a3\": \"x\", \"d6\": \"b\", \"target_rate\": 0.25953941838964534}, {\"a3\": \"b\", \"d6\": \"b\", \"target_rate\": 0.24843241671361843}, {\"a3\": \"b\", \"d6\": \"o\", \"target_rate\": 0.22522522522522523}, {\"a3\": \"o\", \"d6\": \"b\", \"target_rate\": 0.21434262948207172}], \"row_count_returned\": 5, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 46.6}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e0de50822d45f21f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e0de50822d45f21f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..627f2d46155d16b25f8e5b1ca71fbdcc6c6d8e05 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e0de50822d45f21f/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "c11", + "started_at": "2026-05-19T15:52:31.398232+00:00", + "ended_at": "2026-05-19T15:52:40.083657+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c11_e0de50822d45f21f", + "problem_id": "v2p_c11_b710c9d653687602", + "dataset_id": "c11", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=a3, group_col_2=d6, target_col=class.", + "bindings": { + "group_col": "a3", + "group_col_2": "d6", + "target_col": "class", + "target_value": "loss", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=103" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/sql/v2q_c11_e0de50822d45f21f.sql", + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_e0de50822d45f21f", + "api_calls": 0, + "input_tokens": 17568, + "cached_input_tokens": 16768, + "output_tokens": 255, + "total_tokens": 17823, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8630.74, + "sql_execution_elapsed_ms_total": 46.6, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e0de50822d45f21f/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e0de50822d45f21f/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e0de50822d45f21f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8d57db87880eac557e29fff21b55be65a9d46c86 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e0de50822d45f21f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:52:40.035363+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 8630.74, "started_at": "2026-05-19T15:52:31.403507+00:00", "ended_at": "2026-05-19T15:52:40.034278+00:00", "prompt_metrics": {"chars": 16501, "bytes_utf8": 16501, "lines": 615, "estimated_tokens": null}, "response_metrics": {"chars": 362, "bytes_utf8": 362, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17568, "cached_input_tokens": 16768, "output_tokens": 255, "reasoning_output_tokens": 137}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"a3\\\", \\\"d6\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'loss' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a3\\\", \\\"d6\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Applied template tpl_c2_two_dim_target_rate with group_col=\\\"a3\\\", group_col_2=\\\"d6\\\", target_col=\\\"class\\\", and target_value='loss'.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e0de50822d45f21f/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e0de50822d45f21f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..17c33145a3156c7761140adde7f313e0ada762fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e0de50822d45f21f/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_e0de50822d45f21f", + "api_calls": 0, + "input_tokens": 17568, + "cached_input_tokens": 16768, + "output_tokens": 255, + "total_tokens": 17823, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8630.74, + "sql_execution_elapsed_ms_total": 46.6, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e0de50822d45f21f/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e22f187b521bb1da/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e22f187b521bb1da/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..bdf8770c58aab9ff76cd74963a034923706e235c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e22f187b521bb1da/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=a6. +Result preview: [{"a6": "x", "distinct_entities": 1}, {"a6": "o", "distinct_entities": 1}, {"a6": "b", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e22f187b521bb1da/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e22f187b521bb1da/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..15362366d351b653c57160fd14918510b26b8ec0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e22f187b521bb1da/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: c11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c11_e22f187b521bb1da +-- problem_id: v2p_c11_f822c814d2ab6378 +-- realization_mode: agent +-- source_kind: agent +SELECT "a6", COUNT(DISTINCT "a6") AS distinct_entities +FROM "c11" +WHERE "b4" = 'b' +GROUP BY "a6" +ORDER BY distinct_entities DESC +LIMIT 19; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e22f187b521bb1da/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e22f187b521bb1da/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7a233b9f96ff7e46376f0ce40615fcb7957781e1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e22f187b521bb1da/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"a6\", COUNT(DISTINCT \"a6\") AS distinct_entities\nFROM \"c11\"\nWHERE \"b4\" = 'b'\nGROUP BY \"a6\"\nORDER BY distinct_entities DESC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"a6\\\", COUNT(DISTINCT \\\"a6\\\") AS distinct_entities\\nFROM \\\"c11\\\"\\nWHERE \\\"b4\\\" = 'b'\\nGROUP BY \\\"a6\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 19;\", \"columns\": [\"a6\", \"distinct_entities\"], \"rows\": [{\"a6\": \"x\", \"distinct_entities\": 1}, {\"a6\": \"o\", \"distinct_entities\": 1}, {\"a6\": \"b\", \"distinct_entities\": 1}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 42.86}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e22f187b521bb1da/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e22f187b521bb1da/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5f24baa0cf7ec12ed992b53ed6a39aa98f3bcd1f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e22f187b521bb1da/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "c11", + "started_at": "2026-05-19T15:58:35.019118+00:00", + "ended_at": "2026-05-19T15:58:45.382412+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c11_e22f187b521bb1da", + "problem_id": "v2p_c11_f822c814d2ab6378", + "dataset_id": "c11", + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=a6.", + "bindings": { + "group_col": "a6", + "predicate_col": "b4", + "predicate_op": "=", + "predicate_value": "b", + "entity_col": "a6", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=134" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/sql/v2q_c11_e22f187b521bb1da.sql", + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_e22f187b521bb1da", + "api_calls": 0, + "input_tokens": 17547, + "cached_input_tokens": 16768, + "output_tokens": 328, + "total_tokens": 17875, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10309.98, + "sql_execution_elapsed_ms_total": 42.86, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e22f187b521bb1da/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e22f187b521bb1da/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e22f187b521bb1da/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a74f89a3effacee96521db876513676deda29bf8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e22f187b521bb1da/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:58:45.337166+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10309.98, "started_at": "2026-05-19T15:58:35.025429+00:00", "ended_at": "2026-05-19T15:58:45.335453+00:00", "prompt_metrics": {"chars": 16530, "bytes_utf8": 16530, "lines": 616, "estimated_tokens": null}, "response_metrics": {"chars": 517, "bytes_utf8": 517, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17547, "cached_input_tokens": 16768, "output_tokens": 328, "reasoning_output_tokens": 184}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"a6\\\", COUNT(DISTINCT \\\"a6\\\") AS distinct_entities\\nFROM \\\"c11\\\"\\nWHERE \\\"b4\\\" = 'b'\\nGROUP BY \\\"a6\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 19;\",\"notes\":\"Used the provided template and fixed bindings: group_col=\\\"a6\\\", entity_col=\\\"a6\\\", predicate_col=\\\"b4\\\", predicate_op=\\\"=\\\", predicate_value='b', top_k=19. Because the grouped column and distinct-counted column are the same, each non-NULL group will typically have distinct_entities = 1.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e22f187b521bb1da/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e22f187b521bb1da/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..21acc6067c3a8244bfd7505a3082644027fbbf9a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e22f187b521bb1da/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_e22f187b521bb1da", + "api_calls": 0, + "input_tokens": 17547, + "cached_input_tokens": 16768, + "output_tokens": 328, + "total_tokens": 17875, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10309.98, + "sql_execution_elapsed_ms_total": 42.86, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e22f187b521bb1da/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e31143507097f9d4/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e31143507097f9d4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d751a8e138f6743bfc625f9d3d7a12532873bf3c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e31143507097f9d4/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=f1. +Result preview: [{"f1": "b", "support": 34167}, {"f1": "o", "support": 18337}, {"f1": "x", "support": 14315}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e31143507097f9d4/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e31143507097f9d4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2b07bfcc8c8495e3d5b39f6f55853d74ee27df1a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e31143507097f9d4/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: c11 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c11_e31143507097f9d4 +-- problem_id: v2p_c11_9e7832948f1e4af2 +-- realization_mode: agent +-- source_kind: agent +SELECT "f1", COUNT(*) AS "support" +FROM "c11" +WHERE "f5" = 'b' +GROUP BY "f1" +ORDER BY "support" DESC +LIMIT 16; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e31143507097f9d4/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e31143507097f9d4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..03fa6445126e8916483eb3dad1810c9a805591b1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e31143507097f9d4/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"f1\", COUNT(*) AS \"support\"\nFROM \"c11\"\nWHERE \"f5\" = 'b'\nGROUP BY \"f1\"\nORDER BY \"support\" DESC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"f1\\\", COUNT(*) AS \\\"support\\\"\\nFROM \\\"c11\\\"\\nWHERE \\\"f5\\\" = 'b'\\nGROUP BY \\\"f1\\\"\\nORDER BY \\\"support\\\" DESC\\nLIMIT 16;\", \"columns\": [\"f1\", \"support\"], \"rows\": [{\"f1\": \"b\", \"support\": 34167}, {\"f1\": \"o\", \"support\": 18337}, {\"f1\": \"x\", \"support\": 14315}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 24.85}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e31143507097f9d4/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e31143507097f9d4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..21b30d79d9810fbbcb2e5f26690b3aab8189fc7e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e31143507097f9d4/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "c11", + "started_at": "2026-05-19T15:56:22.474889+00:00", + "ended_at": "2026-05-19T15:56:36.607484+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c11_e31143507097f9d4", + "problem_id": "v2p_c11_9e7832948f1e4af2", + "dataset_id": "c11", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=f1.", + "bindings": { + "group_col": "f1", + "predicate_col": "f5", + "predicate_op": "=", + "predicate_value": "b", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=rule", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=116" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/sql/v2q_c11_e31143507097f9d4.sql", + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_e31143507097f9d4", + "api_calls": 0, + "input_tokens": 17516, + "cached_input_tokens": 16768, + "output_tokens": 545, + "total_tokens": 18061, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14100.96, + "sql_execution_elapsed_ms_total": 24.85, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e31143507097f9d4/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e31143507097f9d4/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e31143507097f9d4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5f687fcc2d1973d95ebf001f967de53f4a40ad95 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e31143507097f9d4/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:56:36.581231+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14100.96, "started_at": "2026-05-19T15:56:22.479488+00:00", "ended_at": "2026-05-19T15:56:36.580470+00:00", "prompt_metrics": {"chars": 16395, "bytes_utf8": 16395, "lines": 614, "estimated_tokens": null}, "response_metrics": {"chars": 358, "bytes_utf8": 358, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17516, "cached_input_tokens": 16768, "output_tokens": 545, "reasoning_output_tokens": 434}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"f1\\\", COUNT(*) AS \\\"support\\\"\\nFROM \\\"c11\\\"\\nWHERE \\\"f5\\\" = 'b'\\nGROUP BY \\\"f1\\\"\\nORDER BY \\\"support\\\" DESC\\nLIMIT 16;\",\"notes\":\"Uses the planned Filtered Top-k Group Count template with group_col=\\\"f1\\\", predicate_col=\\\"f5\\\", predicate_op=\\\"=\\\", predicate_value='b', and top_k=16.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e31143507097f9d4/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e31143507097f9d4/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6764dbcd72fab9a4a7c83aa8c092e0c698378151 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e31143507097f9d4/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_e31143507097f9d4", + "api_calls": 0, + "input_tokens": 17516, + "cached_input_tokens": 16768, + "output_tokens": 545, + "total_tokens": 18061, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14100.96, + "sql_execution_elapsed_ms_total": 24.85, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e31143507097f9d4/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e4630815fd66a333/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e4630815fd66a333/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..db03189f7bf5d843b0435eace9996dd0d3430eda --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e4630815fd66a333/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16125, "bytes_utf8": 16125, "lines": 610, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 321, "bytes_utf8": 321, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17441, "cached_input_tokens": 12032, "output_tokens": 556, "reasoning_output_tokens": 466}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e4630815fd66a333/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e4630815fd66a333/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..07c464f2f00c484508e08486730a991372fe3330 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e4630815fd66a333/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_e4630815fd66a333", + "api_calls": 0, + "input_tokens": 17441, + "cached_input_tokens": 12032, + "output_tokens": 556, + "total_tokens": 17997, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14270.77, + "sql_execution_elapsed_ms_total": 17.69, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e4630815fd66a333/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e4630815fd66a333/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e4630815fd66a333/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2a1f1481a8f7dc94ee595e9d2c48ea6f886890e2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e4630815fd66a333/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:31:32.315190+00:00", + "ended_at": "2026-05-19T15:31:46.585986+00:00", + "elapsed_ms": 14270.77, + "prompt_metrics": { + "chars": 16125, + "bytes_utf8": 16125, + "lines": 610, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 679, + "bytes_utf8": 679, + "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": 321, + "bytes_utf8": 321, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17441, + "cached_input_tokens": 12032, + "output_tokens": 556, + "reasoning_output_tokens": 466 + } + }, + "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_c/c11/artifacts/v2q_c11_e4630815fd66a333/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e4630815fd66a333/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f2bff6fbf15c60f854c21c7b695d4a8c2dd38a9f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e4630815fd66a333/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,610 @@ +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: c11 +- dataset_name: Connect 4 +- table_name: c11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 42 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 67557 +- important_fields: +- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1. +- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2. +- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3. +- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4. +- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5. +- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6. +- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1. +- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2. +- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3. +- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4. +- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5. +- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6. +- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1. +- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2. +- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3. +- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4. +- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5. +- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6. +- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1. +- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2. +- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3. +- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4. +- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5. +- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6. +- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1. +- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2. +- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3. +- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4. +- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5. +- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6. +- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1. +- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2. +- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3. +- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4. +- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5. +- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6. +- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1. +- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2. +- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3. +- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4. +- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5. +- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/26/connect-4 + +SQLite schema snapshot: +{ + "table_name": "c11", + "quoted_table_name": "\"c11\"", + "row_count": 67557, + "columns": [ + { + "name": "a1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "o", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "o", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "o", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "o", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "o", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c11", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=c5.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "c5", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e4630815fd66a333/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e4630815fd66a333/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8c463be7c801baf52d2ac6e07b7ec2e0d0f66817 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e4630815fd66a333/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40dd-1a69-7fc3-abcf-d49986501df8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"c5\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"c5\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Uses the required grouped-count template with group_col bound to \\\"c5\\\" on the single table \\\"c11\\\" to inspect the count distribution across c5 categories.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17441,"cached_input_tokens":12032,"output_tokens":556,"reasoning_output_tokens":466}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e4630815fd66a333/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e4630815fd66a333/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a08219ec912d245e352bddb9106f62f44d736e1d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e4630815fd66a333/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"c5\", COUNT(*) AS \"row_count\"\nFROM \"c11\"\nGROUP BY \"c5\"\nORDER BY \"row_count\" DESC;","notes":"Uses the required grouped-count template with group_col bound to \"c5\" on the single table \"c11\" to inspect the count distribution across c5 categories."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e4630815fd66a333/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e4630815fd66a333/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e6910ce41e5c3941/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e6910ce41e5c3941/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a6724557444c8b52101267a7352a3e6f838619a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e6910ce41e5c3941/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16307, "bytes_utf8": 16307, "lines": 612, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 313, "bytes_utf8": 313, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17509, "cached_input_tokens": 12032, "output_tokens": 249, "reasoning_output_tokens": 147}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e6910ce41e5c3941/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e6910ce41e5c3941/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c170231479a7989c9660241aafb13309f664c802 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e6910ce41e5c3941/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_e6910ce41e5c3941", + "api_calls": 0, + "input_tokens": 17509, + "cached_input_tokens": 12032, + "output_tokens": 249, + "total_tokens": 17758, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7628.0, + "sql_execution_elapsed_ms_total": 61.44, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e6910ce41e5c3941/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e6910ce41e5c3941/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e6910ce41e5c3941/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9016f6514cbd90f17af393a69555e41bceffb6a7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e6910ce41e5c3941/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:57:36.791025+00:00", + "ended_at": "2026-05-19T15:57:44.419062+00:00", + "elapsed_ms": 7628.0, + "prompt_metrics": { + "chars": 16307, + "bytes_utf8": 16307, + "lines": 612, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 680, + "bytes_utf8": 680, + "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": 313, + "bytes_utf8": 313, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17509, + "cached_input_tokens": 12032, + "output_tokens": 249, + "reasoning_output_tokens": 147 + } + }, + "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_c/c11/artifacts/v2q_c11_e6910ce41e5c3941/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e6910ce41e5c3941/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e06fa4cb7d0b54b17510a0c677920bad117dcc7e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e6910ce41e5c3941/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,612 @@ +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: c11 +- dataset_name: Connect 4 +- table_name: c11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 42 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 67557 +- important_fields: +- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1. +- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2. +- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3. +- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4. +- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5. +- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6. +- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1. +- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2. +- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3. +- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4. +- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5. +- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6. +- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1. +- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2. +- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3. +- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4. +- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5. +- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6. +- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1. +- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2. +- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3. +- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4. +- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5. +- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6. +- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1. +- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2. +- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3. +- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4. +- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5. +- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6. +- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1. +- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2. +- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3. +- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4. +- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5. +- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6. +- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1. +- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2. +- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3. +- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4. +- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5. +- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/26/connect-4 + +SQLite schema snapshot: +{ + "table_name": "c11", + "quoted_table_name": "\"c11\"", + "row_count": 67557, + "columns": [ + { + "name": "a1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "o", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "o", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "o", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "o", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "o", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c11", + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=a4, group_col_2=b2.", + "planned_template_id": "tpl_clickbench_two_dimensional_topk_count", + "bindings": { + "group_col": "a4", + "group_col_2": "b2", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e6910ce41e5c3941/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e6910ce41e5c3941/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6a6260237d1b4e1a0022d63d4c572f03036af755 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e6910ce41e5c3941/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-f9aa-7962-b915-6be39e1247e4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"a4\\\", \\\"b2\\\", COUNT(*) AS \\\"support\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a4\\\", \\\"b2\\\"\\nORDER BY \\\"support\\\" DESC\\nLIMIT 11;\",\"notes\":\"Uses the planned Two-Dimensional Top-k Count template with group_col=\\\"a4\\\", group_col_2=\\\"b2\\\", and top_k=11.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17509,"cached_input_tokens":12032,"output_tokens":249,"reasoning_output_tokens":147}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e6910ce41e5c3941/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e6910ce41e5c3941/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..689ae0b0a849df414f6f61ddae47d60fc19fb544 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e6910ce41e5c3941/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_two_dimensional_topk_count\nSELECT \"a4\", \"b2\", COUNT(*) AS \"support\"\nFROM \"c11\"\nGROUP BY \"a4\", \"b2\"\nORDER BY \"support\" DESC\nLIMIT 11;","notes":"Uses the planned Two-Dimensional Top-k Count template with group_col=\"a4\", group_col_2=\"b2\", and top_k=11."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e6910ce41e5c3941/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e6910ce41e5c3941/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ed898b6a847fc06c/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ed898b6a847fc06c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4867318c0ebeeee62b34f3b8912478bb3ea72100 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ed898b6a847fc06c/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "b", "support": 63096, "support_share": 0.9339668724188464, "support_rank": 1}, {"value_label": "o", "support": 2351, "support_share": 0.034800242757967344, "support_rank": 2}, {"value_label": "x", "support": 2110, "support_share": 0.031232884823186348, "support_rank": 3}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ed898b6a847fc06c/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ed898b6a847fc06c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..bc2587207805703eae5a074a957548c6f804b184 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ed898b6a847fc06c/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: c11 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c11_ed898b6a847fc06c +-- problem_id: v2p_c11_a45fdc2c02195c11 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "d4" AS value_label, COUNT(*) AS support + FROM "c11" + GROUP BY "d4" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ed898b6a847fc06c/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ed898b6a847fc06c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fb14e0227c3c9b06db340b60c696520de3618c69 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ed898b6a847fc06c/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_c\n-- sql_source_dataset_id: c11\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_c11_ed898b6a847fc06c\n-- problem_id: v2p_c11_a45fdc2c02195c11\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"d4\" AS value_label, COUNT(*) AS support\n FROM \"c11\"\n GROUP BY \"d4\"\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_c\\n-- sql_source_dataset_id: c11\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_c11_ed898b6a847fc06c\\n-- problem_id: v2p_c11_a45fdc2c02195c11\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"d4\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c11\\\"\\n GROUP BY \\\"d4\\\"\\n)\\nSELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\\nFROM grouped\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"support_rank\"], \"rows\": [{\"value_label\": \"b\", \"support\": 63096, \"support_share\": 0.9339668724188464, \"support_rank\": 1}, {\"value_label\": \"o\", \"support\": 2351, \"support_share\": 0.034800242757967344, \"support_rank\": 2}, {\"value_label\": \"x\", \"support\": 2110, \"support_share\": 0.031232884823186348, \"support_rank\": 3}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 18.61}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ed898b6a847fc06c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ed898b6a847fc06c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a75885b5196e9f9b9b3e28b957739eba126504b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ed898b6a847fc06c/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "c11", + "started_at": "2026-05-19T16:00:12.859607+00:00", + "ended_at": "2026-05-19T16:00:12.878908+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c11_ed898b6a847fc06c", + "problem_id": "v2p_c11_a45fdc2c02195c11", + "dataset_id": "c11", + "template_id": "tpl_cardinality_support_rank_profile", + "template_name": "Cardinality Support Rank Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=d4.", + "bindings": { + "group_col": "d4" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=7", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/sql/v2q_c11_ed898b6a847fc06c.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ed898b6a847fc06c/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ed898b6a847fc06c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ed898b6a847fc06c/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ef685e880a50a86d/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ef685e880a50a86d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..46fe9427970102ebff9f982c71f29748ce2d3e91 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ef685e880a50a86d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=e1. +Result preview: [{"e1": "b", "support": 40847}, {"e1": "o", "support": 18504}, {"e1": "x", "support": 7577}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ef685e880a50a86d/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ef685e880a50a86d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a0a7366401248bbe26a7fb65b79512fffb3c2f2a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ef685e880a50a86d/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: c11 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c11_ef685e880a50a86d +-- problem_id: v2p_c11_7020f2b6c7a8682c +-- realization_mode: agent +-- source_kind: agent +SELECT "e1", COUNT(*) AS support +FROM "c11" +WHERE "e5" = 'b' +GROUP BY "e1" +ORDER BY support DESC +LIMIT 15; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ef685e880a50a86d/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ef685e880a50a86d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dd635a076081304e1488ca3f94bc4df4a40dca8a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ef685e880a50a86d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"e1\", COUNT(*) AS support\nFROM \"c11\"\nWHERE \"e5\" = 'b'\nGROUP BY \"e1\"\nORDER BY support DESC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"e1\\\", COUNT(*) AS support\\nFROM \\\"c11\\\"\\nWHERE \\\"e5\\\" = 'b'\\nGROUP BY \\\"e1\\\"\\nORDER BY support DESC\\nLIMIT 15;\", \"columns\": [\"e1\", \"support\"], \"rows\": [{\"e1\": \"b\", \"support\": 40847}, {\"e1\": \"o\", \"support\": 18504}, {\"e1\": \"x\", \"support\": 7577}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 24.61}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ef685e880a50a86d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ef685e880a50a86d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..306f9c26ae5ead3d3c81f8f152b373d5c8f7492b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ef685e880a50a86d/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "c11", + "started_at": "2026-05-19T15:54:33.389817+00:00", + "ended_at": "2026-05-19T15:54:41.441049+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c11_ef685e880a50a86d", + "problem_id": "v2p_c11_7020f2b6c7a8682c", + "dataset_id": "c11", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=e1.", + "bindings": { + "group_col": "e1", + "predicate_col": "e5", + "predicate_op": "=", + "predicate_value": "b", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=110" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/sql/v2q_c11_ef685e880a50a86d.sql", + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_ef685e880a50a86d", + "api_calls": 0, + "input_tokens": 17516, + "cached_input_tokens": 16768, + "output_tokens": 295, + "total_tokens": 17811, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8021.13, + "sql_execution_elapsed_ms_total": 24.61, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ef685e880a50a86d/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ef685e880a50a86d/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ef685e880a50a86d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..caf6cc6424adb9acacf212ca347ab0a1169e7471 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ef685e880a50a86d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:54:41.414927+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 8021.13, "started_at": "2026-05-19T15:54:33.392986+00:00", "ended_at": "2026-05-19T15:54:41.414149+00:00", "prompt_metrics": {"chars": 16395, "bytes_utf8": 16395, "lines": 614, "estimated_tokens": null}, "response_metrics": {"chars": 331, "bytes_utf8": 331, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17516, "cached_input_tokens": 16768, "output_tokens": 295, "reasoning_output_tokens": 193}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"e1\\\", COUNT(*) AS support\\nFROM \\\"c11\\\"\\nWHERE \\\"e5\\\" = 'b'\\nGROUP BY \\\"e1\\\"\\nORDER BY support DESC\\nLIMIT 15;\",\"notes\":\"Uses the provided Filtered Top-k Group Count template with group_col=\\\"e1\\\", predicate_col=\\\"e5\\\", predicate_value='b', and top_k=15.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ef685e880a50a86d/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ef685e880a50a86d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..741038c1f7e0d434b7255259a224131be102d76f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ef685e880a50a86d/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_ef685e880a50a86d", + "api_calls": 0, + "input_tokens": 17516, + "cached_input_tokens": 16768, + "output_tokens": 295, + "total_tokens": 17811, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8021.13, + "sql_execution_elapsed_ms_total": 24.61, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ef685e880a50a86d/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ef888727ebf03e8a/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ef888727ebf03e8a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..764e3706957d3d02f5003e177c325bcff8a6c1a3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ef888727ebf03e8a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16206, "bytes_utf8": 16206, "lines": 610, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 291, "bytes_utf8": 291, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17478, "cached_input_tokens": 16768, "output_tokens": 386, "reasoning_output_tokens": 290}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ef888727ebf03e8a/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ef888727ebf03e8a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a391575f300af885e739baae907fcca16fb93ad7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ef888727ebf03e8a/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_ef888727ebf03e8a", + "api_calls": 0, + "input_tokens": 17478, + "cached_input_tokens": 16768, + "output_tokens": 386, + "total_tokens": 17864, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9262.43, + "sql_execution_elapsed_ms_total": 27.39, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ef888727ebf03e8a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ef888727ebf03e8a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ef888727ebf03e8a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..034c42b714d9ab1531305a833bfb71aaaf72d6f8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ef888727ebf03e8a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:40:24.065934+00:00", + "ended_at": "2026-05-19T15:40:33.328389+00:00", + "elapsed_ms": 9262.43, + "prompt_metrics": { + "chars": 16206, + "bytes_utf8": 16206, + "lines": 610, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 652, + "bytes_utf8": 652, + "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": 291, + "bytes_utf8": 291, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17478, + "cached_input_tokens": 16768, + "output_tokens": 386, + "reasoning_output_tokens": 290 + } + }, + "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_c/c11/artifacts/v2q_c11_ef888727ebf03e8a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ef888727ebf03e8a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f739ada33397ce227536eab115ce7efee983eab3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ef888727ebf03e8a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,610 @@ +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: c11 +- dataset_name: Connect 4 +- table_name: c11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 42 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 67557 +- important_fields: +- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1. +- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2. +- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3. +- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4. +- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5. +- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6. +- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1. +- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2. +- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3. +- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4. +- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5. +- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6. +- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1. +- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2. +- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3. +- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4. +- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5. +- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6. +- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1. +- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2. +- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3. +- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4. +- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5. +- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6. +- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1. +- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2. +- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3. +- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4. +- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5. +- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6. +- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1. +- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2. +- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3. +- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4. +- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5. +- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6. +- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1. +- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2. +- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3. +- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4. +- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5. +- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/26/connect-4 + +SQLite schema snapshot: +{ + "table_name": "c11", + "quoted_table_name": "\"c11\"", + "row_count": 67557, + "columns": [ + { + "name": "a1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "o", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "o", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "o", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "o", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "o", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + } + ] +} + +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": "c11", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=d1.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "d1", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ef888727ebf03e8a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ef888727ebf03e8a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e3d86b3e17b3b2cc0fda11f95073ceb17af342e8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ef888727ebf03e8a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e5-37a1-7911-8404-75d7f2282063"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"d1\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"d1\\\"\\nORDER BY \\\"support\\\" ASC, \\\"d1\\\"\\nLIMIT 16;\",\"notes\":\"Uses the Low-Support Group Count template with group_col bound to \\\"d1\\\" and top_k set to 16.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17478,"cached_input_tokens":16768,"output_tokens":386,"reasoning_output_tokens":290}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ef888727ebf03e8a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ef888727ebf03e8a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..67d54a5132f3dc3ba15d0493fb47415d6862aa54 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ef888727ebf03e8a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"d1\",\n COUNT(*) AS \"support\"\nFROM \"c11\"\nGROUP BY \"d1\"\nORDER BY \"support\" ASC, \"d1\"\nLIMIT 16;","notes":"Uses the Low-Support Group Count template with group_col bound to \"d1\" and top_k set to 16."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ef888727ebf03e8a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ef888727ebf03e8a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_efd8441a156c85b3/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_efd8441a156c85b3/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e204785d96b01174a477d705903b75f74da14489 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_efd8441a156c85b3/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16206, "bytes_utf8": 16206, "lines": 610, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 284, "bytes_utf8": 284, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17477, "cached_input_tokens": 16768, "output_tokens": 256, "reasoning_output_tokens": 163}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_efd8441a156c85b3/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_efd8441a156c85b3/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..72089a0bf533317f21e36ae9a001a585e403bbec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_efd8441a156c85b3/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_efd8441a156c85b3", + "api_calls": 0, + "input_tokens": 17477, + "cached_input_tokens": 16768, + "output_tokens": 256, + "total_tokens": 17733, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13486.58, + "sql_execution_elapsed_ms_total": 29.98, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_efd8441a156c85b3/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_efd8441a156c85b3/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_efd8441a156c85b3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..76de088d17c869c25655875d98bffacd2752498a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_efd8441a156c85b3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:40:02.914280+00:00", + "ended_at": "2026-05-19T15:40:16.400891+00:00", + "elapsed_ms": 13486.58, + "prompt_metrics": { + "chars": 16206, + "bytes_utf8": 16206, + "lines": 610, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 970, + "bytes_utf8": 970, + "lines": 5, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 284, + "bytes_utf8": 284, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17477, + "cached_input_tokens": 16768, + "output_tokens": 256, + "reasoning_output_tokens": 163 + } + }, + "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_c/c11/artifacts/v2q_c11_efd8441a156c85b3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_efd8441a156c85b3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ed9b44a304f49c797664f0a801ff6306e73178e7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_efd8441a156c85b3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,610 @@ +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: c11 +- dataset_name: Connect 4 +- table_name: c11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 42 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 67557 +- important_fields: +- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1. +- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2. +- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3. +- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4. +- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5. +- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6. +- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1. +- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2. +- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3. +- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4. +- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5. +- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6. +- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1. +- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2. +- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3. +- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4. +- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5. +- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6. +- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1. +- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2. +- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3. +- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4. +- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5. +- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6. +- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1. +- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2. +- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3. +- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4. +- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5. +- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6. +- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1. +- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2. +- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3. +- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4. +- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5. +- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6. +- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1. +- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2. +- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3. +- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4. +- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5. +- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/26/connect-4 + +SQLite schema snapshot: +{ + "table_name": "c11", + "quoted_table_name": "\"c11\"", + "row_count": 67557, + "columns": [ + { + "name": "a1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "o", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "o", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "o", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "o", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "o", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + } + ] +} + +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": "c11", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=c6.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "c6", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_efd8441a156c85b3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_efd8441a156c85b3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..62d574b58c9c3123f1dcc2783d97f5ef4156b9d1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_efd8441a156c85b3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40e4-e4eb-7a83-9ff9-16ed039dfcb0"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 18112. Please try again in 543ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2.\\nSELECT\\n \\\"c6\\\",\\n COUNT(*) AS support\\nFROM \\\"c11\\\"\\nGROUP BY \\\"c6\\\"\\nORDER BY support ASC, \\\"c6\\\"\\nLIMIT 15;\",\"notes\":\"Uses the Low-Support Group Count template with group_col bound to \\\"c6\\\" and top_k set to 15.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17477,"cached_input_tokens":16768,"output_tokens":256,"reasoning_output_tokens":163}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_efd8441a156c85b3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_efd8441a156c85b3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8bb2b91dca64756fead55e909ed6896c2331ed16 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_efd8441a156c85b3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2.\nSELECT\n \"c6\",\n COUNT(*) AS support\nFROM \"c11\"\nGROUP BY \"c6\"\nORDER BY support ASC, \"c6\"\nLIMIT 15;","notes":"Uses the Low-Support Group Count template with group_col bound to \"c6\" and top_k set to 15."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_efd8441a156c85b3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_efd8441a156c85b3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f5c0540a8eb651b4/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f5c0540a8eb651b4/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..01daaa531d824410ea2ee0e1791ddaaa8b0cc8e1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f5c0540a8eb651b4/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 17008, "bytes_utf8": 17008, "lines": 615, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 680, "bytes_utf8": 680, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17676, "cached_input_tokens": 16768, "output_tokens": 566, "reasoning_output_tokens": 373}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f5c0540a8eb651b4/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f5c0540a8eb651b4/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c9d59e8c9c0d67f7aef6d756a5a34a13188c7a27 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f5c0540a8eb651b4/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_f5c0540a8eb651b4", + "api_calls": 0, + "input_tokens": 17676, + "cached_input_tokens": 16768, + "output_tokens": 566, + "total_tokens": 18242, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11083.01, + "sql_execution_elapsed_ms_total": 25.61, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f5c0540a8eb651b4/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f5c0540a8eb651b4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f5c0540a8eb651b4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9b0dcb55312feeae1bd87438cae4c24d9524d12d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f5c0540a8eb651b4/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:37:45.156371+00:00", + "ended_at": "2026-05-19T15:37:56.239408+00:00", + "elapsed_ms": 11083.01, + "prompt_metrics": { + "chars": 17008, + "bytes_utf8": 17008, + "lines": 615, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1045, + "bytes_utf8": 1045, + "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": 680, + "bytes_utf8": 680, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17676, + "cached_input_tokens": 16768, + "output_tokens": 566, + "reasoning_output_tokens": 373 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f5c0540a8eb651b4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f5c0540a8eb651b4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d95b5aa3bf92d932c912ce7de1bf22cca0bc2084 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f5c0540a8eb651b4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,615 @@ +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: c11 +- dataset_name: Connect 4 +- table_name: c11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 42 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 67557 +- important_fields: +- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1. +- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2. +- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3. +- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4. +- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5. +- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6. +- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1. +- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2. +- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3. +- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4. +- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5. +- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6. +- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1. +- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2. +- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3. +- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4. +- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5. +- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6. +- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1. +- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2. +- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3. +- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4. +- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5. +- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6. +- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1. +- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2. +- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3. +- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4. +- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5. +- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6. +- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1. +- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2. +- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3. +- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4. +- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5. +- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6. +- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1. +- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2. +- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3. +- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4. +- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5. +- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/26/connect-4 + +SQLite schema snapshot: +{ + "table_name": "c11", + "quoted_table_name": "\"c11\"", + "row_count": 67557, + "columns": [ + { + "name": "a1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "o", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "o", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "o", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "o", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "o", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c11", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=a1, condition_col=a1.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "a1", + "condition_col": "a1", + "condition_value": "b", + "positive_value": "b", + "negative_value": "x", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f5c0540a8eb651b4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f5c0540a8eb651b4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f9c4b05db101a1f5b1253d34b46c4070e6a8b8d0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f5c0540a8eb651b4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e2-cac0-7df1-9835-2dcf9536c462"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"a1\\\",\\n SUM(CASE WHEN \\\"a1\\\" = 'b' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"a1\\\" = 'x' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c11\\\"\\n GROUP BY \\\"a1\\\"\\n)\\nSELECT \\\"a1\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Uses the requested template with group_col and condition_col both bound to \\\"a1\\\". Because the grouping and condition column are the same, groups with no 'x' rows will produce NULL ratios via NULLIF(denominator_count, 0).\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17676,"cached_input_tokens":16768,"output_tokens":566,"reasoning_output_tokens":373}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f5c0540a8eb651b4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f5c0540a8eb651b4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bedd08a3d531ab7149c35c6a6678a74ffbe124eb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f5c0540a8eb651b4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"a1\",\n SUM(CASE WHEN \"a1\" = 'b' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"a1\" = 'x' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c11\"\n GROUP BY \"a1\"\n)\nSELECT \"a1\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Uses the requested template with group_col and condition_col both bound to \"a1\". Because the grouping and condition column are the same, groups with no 'x' rows will produce NULL ratios via NULLIF(denominator_count, 0)."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f5c0540a8eb651b4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f5c0540a8eb651b4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f74b568c64337fe2/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f74b568c64337fe2/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b51480ff91a934eb77cd97ddcad46c23d3bf79b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f74b568c64337fe2/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16503, "bytes_utf8": 16503, "lines": 615, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 379, "bytes_utf8": 379, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17567, "cached_input_tokens": 16768, "output_tokens": 395, "reasoning_output_tokens": 275}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f74b568c64337fe2/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f74b568c64337fe2/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..94586cdb9f449cadb34fe1ddfcee9890151e6ae7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f74b568c64337fe2/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_f74b568c64337fe2", + "api_calls": 0, + "input_tokens": 17567, + "cached_input_tokens": 16768, + "output_tokens": 395, + "total_tokens": 17962, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14448.12, + "sql_execution_elapsed_ms_total": 58.37, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f74b568c64337fe2/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f74b568c64337fe2/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f74b568c64337fe2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c486c1699a2228b0cf6208de308077a5d3991458 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f74b568c64337fe2/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:49:44.155452+00:00", + "ended_at": "2026-05-19T15:49:58.603597+00:00", + "elapsed_ms": 14448.12, + "prompt_metrics": { + "chars": 16503, + "bytes_utf8": 16503, + "lines": 615, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1079, + "bytes_utf8": 1079, + "lines": 5, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 379, + "bytes_utf8": 379, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17567, + "cached_input_tokens": 16768, + "output_tokens": 395, + "reasoning_output_tokens": 275 + } + }, + "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_c/c11/artifacts/v2q_c11_f74b568c64337fe2/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f74b568c64337fe2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..94f6f220e556d166fbeaca10917898a57ae62a50 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f74b568c64337fe2/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,615 @@ +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: c11 +- dataset_name: Connect 4 +- table_name: c11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 42 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 67557 +- important_fields: +- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1. +- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2. +- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3. +- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4. +- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5. +- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6. +- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1. +- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2. +- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3. +- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4. +- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5. +- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6. +- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1. +- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2. +- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3. +- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4. +- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5. +- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6. +- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1. +- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2. +- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3. +- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4. +- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5. +- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6. +- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1. +- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2. +- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3. +- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4. +- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5. +- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6. +- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1. +- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2. +- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3. +- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4. +- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5. +- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6. +- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1. +- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2. +- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3. +- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4. +- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5. +- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/26/connect-4 + +SQLite schema snapshot: +{ + "table_name": "c11", + "quoted_table_name": "\"c11\"", + "row_count": 67557, + "columns": [ + { + "name": "a1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "o", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "o", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "o", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "o", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "o", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c11", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=a3, group_col_2=c5, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "a3", + "group_col_2": "c5", + "target_col": "class", + "target_value": "win", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f74b568c64337fe2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f74b568c64337fe2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0989e8d5cd19719d7aafe3c447fa59976af91272 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f74b568c64337fe2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40ed-c359-7893-87ba-3a8e092e4f4b"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1986972, Requested 18202. Please try again in 155ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"a3\\\", \\\"c5\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'win' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a3\\\", \\\"c5\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Uses the specified Two-Axis Target Rate Surface template with \\\"a3\\\" and \\\"c5\\\" as grouping axes and computes the rate of rows where \\\"class\\\" = 'win'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17567,"cached_input_tokens":16768,"output_tokens":395,"reasoning_output_tokens":275}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f74b568c64337fe2/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f74b568c64337fe2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fd6e3ed6d7e86797283f678e621b091bb7c28c88 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f74b568c64337fe2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"a3\", \"c5\",\n AVG(CASE WHEN \"class\" = 'win' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c11\"\nGROUP BY \"a3\", \"c5\"\nORDER BY target_rate DESC;","notes":"Uses the specified Two-Axis Target Rate Surface template with \"a3\" and \"c5\" as grouping axes and computes the rate of rows where \"class\" = 'win'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f74b568c64337fe2/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f74b568c64337fe2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f8c166e94bf438b8/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f8c166e94bf438b8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2ef63b662ba799df27b6b56dcd7c59450b4ce328 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f8c166e94bf438b8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=a2. +Result preview: [{"a2": "x", "distinct_entities": 1}, {"a2": "o", "distinct_entities": 1}, {"a2": "b", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f8c166e94bf438b8/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f8c166e94bf438b8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fbee6dc7f37ecc5c4c3ef73048f2bf25510168f0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f8c166e94bf438b8/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: c11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c11_f8c166e94bf438b8 +-- problem_id: v2p_c11_292e5092cb605fd3 +-- realization_mode: agent +-- source_kind: agent +SELECT "a2", COUNT(DISTINCT "a2") AS "distinct_entities" +FROM "c11" +GROUP BY "a2" +ORDER BY "distinct_entities" DESC +LIMIT 11; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f8c166e94bf438b8/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f8c166e94bf438b8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bd811d90a485cdb20ab0f4a42f88619978d0d7a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f8c166e94bf438b8/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"a2\", COUNT(DISTINCT \"a2\") AS \"distinct_entities\"\nFROM \"c11\"\nGROUP BY \"a2\"\nORDER BY \"distinct_entities\" DESC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"a2\\\", COUNT(DISTINCT \\\"a2\\\") AS \\\"distinct_entities\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a2\\\"\\nORDER BY \\\"distinct_entities\\\" DESC\\nLIMIT 11;\", \"columns\": [\"a2\", \"distinct_entities\"], \"rows\": [{\"a2\": \"x\", \"distinct_entities\": 1}, {\"a2\": \"o\", \"distinct_entities\": 1}, {\"a2\": \"b\", \"distinct_entities\": 1}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 23.46}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f8c166e94bf438b8/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f8c166e94bf438b8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6d0800bc7ce36b8d30b0245c5f3b47dcb1b99785 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f8c166e94bf438b8/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "c11", + "started_at": "2026-05-19T15:28:34.585505+00:00", + "ended_at": "2026-05-19T15:28:43.284130+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c11_f8c166e94bf438b8", + "problem_id": "v2p_c11_292e5092cb605fd3", + "dataset_id": "c11", + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=a2.", + "bindings": { + "group_col": "a2", + "entity_col": "a2", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=1" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/sql/v2q_c11_f8c166e94bf438b8.sql", + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_f8c166e94bf438b8", + "api_calls": 0, + "input_tokens": 17493, + "cached_input_tokens": 12032, + "output_tokens": 335, + "total_tokens": 17828, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8668.09, + "sql_execution_elapsed_ms_total": 23.46, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f8c166e94bf438b8/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f8c166e94bf438b8/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f8c166e94bf438b8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ef26880067d8d96d28da9b1023a2fe30c8f85f78 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f8c166e94bf438b8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:28:43.259020+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 8668.09, "started_at": "2026-05-19T15:28:34.590165+00:00", "ended_at": "2026-05-19T15:28:43.258275+00:00", "prompt_metrics": {"chars": 16323, "bytes_utf8": 16323, "lines": 612, "estimated_tokens": null}, "response_metrics": {"chars": 442, "bytes_utf8": 442, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17493, "cached_input_tokens": 12032, "output_tokens": 335, "reasoning_output_tokens": 212}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"a2\\\", COUNT(DISTINCT \\\"a2\\\") AS \\\"distinct_entities\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a2\\\"\\nORDER BY \\\"distinct_entities\\\" DESC\\nLIMIT 11;\",\"notes\":\"Used the planned template with group_col=\\\"a2\\\" and entity_col=\\\"a2\\\" on the single table \\\"c11\\\". Because the grouped column and distinct-count column are the same, each non-NULL group will typically have distinct_entities = 1.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f8c166e94bf438b8/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f8c166e94bf438b8/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..86730ecdbdf0156d083583a0bddee4381f4f6d5e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f8c166e94bf438b8/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_f8c166e94bf438b8", + "api_calls": 0, + "input_tokens": 17493, + "cached_input_tokens": 12032, + "output_tokens": 335, + "total_tokens": 17828, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8668.09, + "sql_execution_elapsed_ms_total": 23.46, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f8c166e94bf438b8/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_fefa76a2122160c1/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_fefa76a2122160c1/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..07881e9472a882579edd7e2c4884afc82a10201d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_fefa76a2122160c1/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16550, "bytes_utf8": 16550, "lines": 613, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 435, "bytes_utf8": 435, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17581, "cached_input_tokens": 16768, "output_tokens": 477, "reasoning_output_tokens": 338}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_fefa76a2122160c1/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_fefa76a2122160c1/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c7da9e0693502fe21c9ca1aa17c0a735b4290e18 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_fefa76a2122160c1/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c11", + "model": "v2-cli:codex", + "run_id": "v2q_c11_fefa76a2122160c1", + "api_calls": 0, + "input_tokens": 17581, + "cached_input_tokens": 16768, + "output_tokens": 477, + "total_tokens": 18058, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16037.22, + "sql_execution_elapsed_ms_total": 42.67, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_fefa76a2122160c1/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_fefa76a2122160c1/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_fefa76a2122160c1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1b2b2f7dd9fb75c2a8f0f9cd115e36a7e93889ba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_fefa76a2122160c1/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:47:07.617189+00:00", + "ended_at": "2026-05-19T15:47:23.654454+00:00", + "elapsed_ms": 16037.22, + "prompt_metrics": { + "chars": 16550, + "bytes_utf8": 16550, + "lines": 613, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1127, + "bytes_utf8": 1127, + "lines": 5, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 435, + "bytes_utf8": 435, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17581, + "cached_input_tokens": 16768, + "output_tokens": 477, + "reasoning_output_tokens": 338 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_fefa76a2122160c1/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_fefa76a2122160c1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6bbdc9920d415adcc0c507b7bf4da7aa4a571004 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_fefa76a2122160c1/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,613 @@ +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: c11 +- dataset_name: Connect 4 +- table_name: c11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 42 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 67557 +- important_fields: +- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1. +- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2. +- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3. +- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4. +- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5. +- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6. +- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1. +- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2. +- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3. +- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4. +- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5. +- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6. +- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1. +- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2. +- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3. +- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4. +- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5. +- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6. +- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1. +- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2. +- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3. +- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4. +- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5. +- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6. +- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1. +- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2. +- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3. +- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4. +- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5. +- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6. +- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1. +- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2. +- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3. +- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4. +- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5. +- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6. +- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1. +- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2. +- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3. +- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4. +- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5. +- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/26/connect-4 + +SQLite schema snapshot: +{ + "table_name": "c11", + "quoted_table_name": "\"c11\"", + "row_count": 67557, + "columns": [ + { + "name": "a1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "a6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "b6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "d6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "e6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "f6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "o", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "o", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "o", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "b", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "o", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + }, + { + "a1": "o", + "a2": "b", + "a3": "b", + "a4": "b", + "a5": "b", + "a6": "b", + "b1": "b", + "b2": "b", + "b3": "b", + "b4": "b", + "b5": "b", + "b6": "b", + "c1": "x", + "c2": "b", + "c3": "b", + "c4": "b", + "c5": "b", + "c6": "b", + "d1": "x", + "d2": "o", + "d3": "x", + "d4": "o", + "d5": "x", + "d6": "o", + "e1": "b", + "e2": "b", + "e3": "b", + "e4": "b", + "e5": "b", + "e6": "b", + "f1": "b", + "f2": "b", + "f3": "b", + "f4": "b", + "f5": "b", + "f6": "b", + "g1": "b", + "g2": "b", + "g3": "b", + "g4": "b", + "g5": "b", + "g6": "b", + "class": "win" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c11", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=a2, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "a2", + "target_col": "class", + "target_value": "win", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_fefa76a2122160c1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_fefa76a2122160c1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a30d15b8b9ed790141d1c22c4a6f9eeaa85d0fad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_fefa76a2122160c1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40eb-6071-7dc2-a3dd-6d38da0faab7"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 18216. Please try again in 546ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2.\\nSELECT\\n \\\"a2\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'win' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a2\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 17;\",\"notes\":\"Uses the planned Tail Target-Rate Extremes template with group_col=\\\"a2\\\", target_col=\\\"class\\\", target_value='win', min_support=4, and top_k=17.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17581,"cached_input_tokens":16768,"output_tokens":477,"reasoning_output_tokens":338}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_fefa76a2122160c1/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_fefa76a2122160c1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b87124eec692a5c918538a6f2de894208b3f8a62 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_fefa76a2122160c1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2.\nSELECT\n \"a2\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'win' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c11\"\nGROUP BY \"a2\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 17;","notes":"Uses the planned Tail Target-Rate Extremes template with group_col=\"a2\", target_col=\"class\", target_value='win', min_support=4, and top_k=17."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_fefa76a2122160c1/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_fefa76a2122160c1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391